hyperspace

Rollout of the Agentic OS

2026-03-01 → 2026-04-30 · 3 repos · every release, every post

299releases
2.4Mlines of code
612ship entries
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March 2026 — vs. major AI labs
Campaign aggregate views and bookmarks — Hyperspace vs major AI labs, March 2026
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April 202635 entries

Eight new *.hyper.space sites + HyperSearch local-first cascade + agent-infra parity

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Eight product landing pages shipped in a single day, three search/embed packages dropped as drop-in replacements for incumbents, and the on-device agent-infrastructure set closed E2B/Dedalus/Arcade gaps. All chalkboard-diagram convention with Grok-Imagine-generated artwork.

Sites — eight new subdomains

  • [THOR] models.hyper.space — full universe of agent-reachable models (23 catalog + cloud routes + heterogeneous engine sharding).
  • [THOR] vectors.hyper.space — 428M+ public corpus (Wikipedia, ArXiv, Reddit, PubMed) + uploads + pod-shared collections; 10 chalkboard diagrams.
  • [THOR] tools.hyper.space — Unified Tool Graph: every callable surface (CLI, MCP, OpenAPI, gRPC) by URI, AVM-checked.
  • [THOR] skills.hyper.space — SKILL.md registry, network-wide search and install, pod-shared libraries.
  • [THOR] search.hyper.space — HyperSearch local-first cascade landing + chalkboard diagrams.
  • [THOR] filesystem.hyper.space — agent filesystem Mesa-shim landing + chalkboard diagrams.
  • [THOR] wallet.hyper.space — HD-derived wallet per agent; SDK + deploy automation.
  • [THOR] sandbox.hyper.space — on-device E2B/Dedalus/Arcade-parity sandbox.

Search — local-first cascade

  • [THOR] search-sdk@2.1.0 — local-first cascade with optional apiKey and gateway fallback; cost receipts on every request; /v1/{answer,research,version} stable.
  • [THOR] search-graph — typed DAG orchestrator, 18/18 smoke tests.
  • [THOR] exa-compat + parallel-compat — drop-in replacements for exa-js and parallel-web. Existing call sites switch by changing one URL.
  • [THOR] api-server — cost receipts wired into all surfaces; /v1/answer, /v1/research, /v1/version endpoints stable.

SDKs

  • [THOR] fs-sdk@hyperspace/fs Mesa-shim SDK + hyperspace fs CLI. Per-agent persistent storage that survives capsule moves.
  • [THOR] wallet-sdk — Hyperspace Wallet SDKs + site + deploy automation. Node + Python SDKs released to npm + PyPI.
  • [THOR] Agent infrastructure parity — 4 packages closing Compresr/Moda/GodHands/browser-use gaps: compress (72 tests), observe (55), agent-computer determinism (33), browser-sdk (23). 183 tests green; full CLI + MCP + /v1/* API + agent-brain integration.
  • [THOR] On-device agent infrastructure — sandbox SDK + MCP gateway + auth vault + agents SDK. Closes the E2B / Dedalus / Arcade gap on-device.

Misc

  • [THOR] Compound-loop demo + agents migration tutorial (search docs).

AVM as CLI sidecar (v5.40.0) + Agent Mail + email.hyper.space

v5.40.11v5.40.0v2.1.2v5.40.1v5.40.2v5.40.3v5.40.4v5.40.5v5.40.6v5.40.7v5.40.8v5.40.9
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AVM bundled into the CLI as a managed sidecar; eleven hardening releases through v5.40.11; Agent Mail shipped end-to-end with a federation-first delivery path that skips SMTP for agent-to-agent traffic.

CLI — v5.40.x cascade

  • [P2P] v5.40.0 — avmd security gate as a CLI sidecar. Bundles avmd v2.1.2 inside the standard install.
  • [P2P] v5.40.1 — fix avmd bundling tar permissions.
  • [P2P] v5.40.2 — relay-reservation stability + invite robustness.
  • [P2P] v5.40.3pod doctor, invite introspect, reachability state, sticky bootstraps.
  • [P2P] v5.40.4 — synthetic-relay redeem fallback.
  • [P2P] v5.40.5 — single-node fallback + auto-shard on member change.
  • [P2P] v5.40.6 — embed pod_name + pod_slug in invite tokens.
  • [P2P] v5.40.7 — fix cross-shard libp2p mesh after pod-raft migration.
  • [P2P] v5.40.8 — CI throughput optimizations.
  • [P2P] v5.40.9 — fix v5.40.7 FSM-poll mesh seed (dynamic import broke in SEA).
  • [P2P] v5.40.10 — pod-raft uses dedicated libp2p identity.
  • [P2P] v5.40.11 — pod-raft identity migration: safe-by-default.
  • [P2P] v5.39.9 — embed relay multiaddrs in invites, harden HYPERSPACE_PUBLIC_IP, observable rendezvous.

AVM — signed updates wired up

  • [AVM] avmd v2.1.1 — wire up signed-update infrastructure end-to-end (Ed25519 manifest + atomic swap).
  • [AVM] avmd v2.1.2 — build linux on ubuntu-22.04 (GLIBC 2.35) for portability across distros.
  • [AVM] Encrypted backup of release-signing key committed.

Mail — every agent gets a mailbox

  • [THOR] Agent Mail — CLI + SDKs + Cloudflare Email Worker + DNS install. Every agent and every pod gets a mailbox at *@<thing>.hyperspace.sh. Federation-first delivery: agent-to-agent skips SMTP and rides cryptographically-signed Ed25519 envelopes. Three tiers (free / pro / self-hosted). AgentMail-API compatible — change one URL.
  • [THOR] email.hyper.space — informative landing page for Agent Mail; six chalkboard diagrams via Grok Imagine.

AVM neurosymbolic + auto-update RCA (v5.39.7/v5.39.8)

v5.39.7v5.39.8v2.1.0
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AVM gained a neurosymbolic gate (rules first, ML advisory) and a 200K-row training corpus for avm-classifier-7b. The 13-min restart loop on old installs from earlier in the week was rooted out and fixed in two releases; smoke tests now run in CI.

CLI — auto-update incident

  • [P2P] v5.39.7 — break auto-update infinite restart loop. Bundle path was no-op'ing the SEA, causing a 13-min restart loop on all old installs.
  • [P2P] v5.39.8 — bundle path actually upgrades the SEA + harden systemd unit + post-release smoke test in CI.

AVM — neurosymbolic + classifier training

  • [AVM] avmd v2.1.0 — neurosymbolic gate + adversarial-corpus generator. Rules first, ML advisory: ML can restrict, ML cannot relax, block always wins.
  • [AVM] avm-classifier-7b training scaffold — Qwen 2.5 7B + LoRA, 200K-row mixed corpus (regex mutation, frontier adversarial, compositional, real opt-in traces, boring negatives).
  • [AVM] Tier A — aarch64 seccomp + behavioral persistence + MCP tests + gzip rotation test.
  • [AVM] Tier B + Tier C — operator CLI extensions + CI hardening.
  • [AVM] TS + Python SDKs + agent-computer bridge + cloud-daemon design notes.
  • [AVM] Outbound proxy + adversarial corpus + CI release + policy lint + threat model.
  • [AVM] defs hot-reload safety + TOCTOU integration tests.
  • [AVM] TELEMETRY.md contract + cargo-fuzz harness.

Sites

  • [THOR] avm.hyper.space rebuilt — full feature documentation; 11 chalkboard diagrams via Grok Imagine; neurosymbolic framing.

AgenticOS: 26 Tier-1 Sidecars

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The Hyperspace CLI now manages 26 independently versioned sidecar processes — each auto-updateable, SHA256-verified, with auto-rollback on handshake failure.

hyperspace service list      — show all 26 sidecars and status
hyperspace service update    — check for updates across all
hyperspace service status    — health check all running

Core Compute & Transport (5)

  • Network (com.hyperspace.network) — libp2p P2P transport: gossip, DHT, relay, QUIC+mDNS+UPnP. The backbone connecting all nodes. Every other sidecar depends on this.
  • Inference (com.hyperspace.inference) — Model execution: llama.cpp, Ollama, MLX. Runs LLM inference locally (GPU or CPU). VRAM management, model loading/unloading.
  • Vectors (com.hyperspace.vectors) — Embeddings + HNSW vector index + crawl-to-ingest pipeline. Powers semantic search across agents, skills, and user data.
  • Storage (com.hyperspace.storage) — DHT content blocks, replication, and storage proofs. Content-addressed persistence with erasure coding across the P2P network.
  • Cache (com.hyperspace.cache) — 3-tier distributed cache: response cache (hash→full response), KV prefix cache (attention state), and routing cache.

Knowledge & Retrieval (3)

  • Search (com.hyperspace.search) — Query layer: parse, rank, verticals, and UI. Powers hyperspace search.
  • Context (com.hyperspace.context) — Shared agent-authored memory and notes. Per-agent knowledge base persisting across sessions.
  • Proxy (com.hyperspace.proxy) — Residential IP fabric for agent web fetches via P2P proxy peers.

Sensitive & Isolated (2)

  • Wallet (com.hyperspace.wallet) — Signing and payments. Process-isolated, Unix-socket communication for defense-in-depth. Manages Ethereum keys and micropayment channels.
  • AVM (com.hyperspace.avm) — Security gate: injection scanning, ACLs, sandboxing, and audit logging. Ships as independent binary (avmd).

Coordination & State (4)

  • Pulse (com.hyperspace.pulse) — Merkle trees, proofs, and points pipeline. Cryptographic proofs of work for the points ledger.
  • Pod-Raft (com.hyperspace.pod-raft) — Go binary. Raft-backed pod state coordinator maintaining consensus across pod members.
  • Blockchain (com.hyperspace.blockchain) — Chain node: fullnode, miner, router, relay with auto-update. The Hyperspace L1 for on-chain settlement and governance.
  • Training (com.hyperspace.training) — Federated and distributed training worker. GPU workloads for DPO, SFT, and RLHF across pod members.

Intelligence & Cognition (3)

  • Agent-Brain (com.hyperspace.agent-brain) — Autonomous cognitive loop (SOUL + MEMORY) on a 30-second cycle. Runs independently so a crash doesn't take down networking.
  • Prometheus (com.hyperspace.prometheus) — On-device cognitive AGI engine, 7 hot-swappable modules. Sandboxed with neutralized child_process and blocked outbound HTTP.
  • Workflows (com.hyperspace.workflows) — Job scheduler for autoresearch, autofinance, autoweb plugins. Dynamic plugin loading with retry logic.

Thor Integration (5)

  • Thor-Runtime (com.hyperspace.thor-runtime) — Local Thor agent orchestration: ODIN classifier, Queen coordinator, Turbo agentic loop.
  • Thor-Bridge (com.hyperspace.thor-bridge) — Thor cloud client: authentication, token refresh, local-to-cloud routing, offline fallback.
  • Thor-Local-Bridge (com.hyperspace.thor-local-bridge) — Browser-extension daemon (port 19532). Email and calendar local-LLM pipelines.
  • Thor-Passport (com.hyperspace.thor-passport) — NEW. Agent identity sidecar. Ed25519 keypairs via HKDF, W3C Verifiable Credentials as agent passports. Port 8790.
  • Thor-Computer (com.hyperspace.thor-computer) — NEW. Agent workspace sidecar. Local VMs (QEMU on Linux, Lima on macOS) for sandboxed exec, file I/O, screenshots, checkpoints, preview URLs. Port 8791.

Scale Infrastructure (4)

  • Catalog (com.hyperspace.catalog) — Index server for agents, skill packs, and MCP servers. Signed index with P2P replication. 1,000+ agents, 100,000+ skills.
  • Skill-Matrix (com.hyperspace.skill-matrix) — Selector model picking top-K skills from 100,000+ per task via trained retrieval.
  • MCP-Host (com.hyperspace.mcp-host) — Lifecycle manager for 200+ on-demand MCP server processes. Spawn, idle, hot-swap.
  • Plugin-Runtime (com.hyperspace.plugin-runtime) — Sandbox host for agent modules and untrusted plugins (Deno or Firecracker).

Build pipeline: 17 standard SEA (generic builder) · 4 core SEA (custom builders) · 4 custom SEA · 1 Go binary (pod-raft) · 2 external downloads (AVM, blockchain). All registered in manifests.ts and managed by ServiceBinaryManager.

v5.37.0 "Pied Piper" + Chain v1.7.0 Mysticeti 1.5s finality + agent workspace

v5.37.0v1.7.0v1.6.9
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  • [P2P] v5.37.0 "Pied Piper"hyperspace code coding agent (Pi + Qwen) + parallel search + deploy command.
  • [P2P] Fix: Qwen 3.5 multimodal MLX shard architecture support.
  • [P2P] Lightweight bundle updates + release flow hardening; bundle mlx/torch shard server scripts in release tar.
  • [P2P] Auto-launch blockchain fullnode on hyperspace start.
  • [P2P] Fix: zero-config shard inference across any network; publisher was truncating peer IDs to 16 chars; pod shard command falls back to Supabase heartbeats.
  • [P2P] P2P-first capability discovery — heartbeats before servers.
  • [P2P] Fix: blockchain download step non-fatal on all platforms.
  • [CHAIN] Chain v1.7.0 — BlockSTM deadlock was root cause — Mysticeti 1.5s finality restored.
  • [CHAIN] Chain v1.6.9 — cert pull + sync skip + single-flight + quorum clock.
  • [THOR] Unified persistent workspace for agents — 11 tools, 2,878 LOC. Local-first workspace routing + resource intelligence.

Cross-shard pipeline parallelism + A1 blockchain sidecar + GossipSub bridge

v5.36.4v5.36.3v5.36.2v5.36.1v5.36.0v5.35.9v5.35.7v1.6.7v1.6.6
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  • [P2P] v5.36.4 — cross-shard pipeline parallelism + A1 blockchain sidecar bundled.
  • [P2P] v5.36.3 — A1 blockchain validators as bootstrap peers.
  • [P2P] v5.36.2 — fix Qwen 3.x MLX sharding.
  • [P2P] v5.36.1 — shard activate endpoint fix.
  • [P2P] v5.36.0 — network interface auto-detect (WiFi/hotspot switch) + fix reasoning_content.
  • [P2P] v5.35.9 — RPC-first distributed inference + pre-warm on activation.
  • [P2P] Fix: RPC mode reuse rpc-server + wait for model loading; GGUF magic byte + shard path fallback + symlink setup.
  • [P2P] v5.35.7 — skip HF download when local GGUF exists.
  • [CHAIN] Chain v1.6.7 — GossipSub bridge runs on ALL nodes; DNS-based bootstrap + bare-addr connect; persistent libp2p identity + validator mesh bootstrap.
  • [CHAIN] Chain v1.6.6 — suppress repeated whitelist fetch failure warnings.
  • [THOR] Computer-use first-class in main turbo loop (CUA + Ironman integration).

Heterogeneous engine sharding + pod sidecars + pods.hyper.space

v5.35.6v5.35.5v5.35.4v5.35.3v5.35.2v5.35.1v5.35.0v5.34.3v1.6.5
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  • [P2P] v5.35.6 — heterogeneous engine sharding (MLX + CUDA in one ring).
  • [P2P] v5.35.5 — keep WSS/443 fallback for restrictive networks.
  • [P2P] v5.35.4 — pod sidecar + inference sidecar distributed inference. Standalone pod membership + heartbeat process. Distributed inference IPC protocol.
  • [P2P] v5.35.3 — auto-rejoin raft on restart + GGUF auto-detect. LD_LIBRARY_PATH + external server registration + timeouts.
  • [P2P] v5.35.2 — complete distributed inference fix.
  • [P2P] v5.35.1 — fix distributed inference activation + shard planner enrichment.
  • [P2P] v5.35.0 — pod link + models on pod page + tok/s metrics.
  • [P2P] pods.hyper.space documentation site launched — comprehensive 916-line docs.
  • [P2P] v5.34.3 — preserve CUDA-from-source binary across updates.
  • [P2P] Animated shard ring visualization on hyperspace.sh; replaced with clean card layout.
  • [CHAIN] Chain v1.6.5 — skip gate after fast-forward, prevent DAG deadlock.
  • [THOR] Redirect changelog.hyper.space/pods → pods.hyper.space.

AgenticOS production-complete + CUDA build-from-source + pod dashboard

v5.34.2v5.34.1v5.34.0v5.33.4v5.33.3v5.33.2v5.33.1v5.33.0v5.32.1v5.32.0
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  • [P2P] v5.34.2 — fix auto-update re-exec to use installed binary path.
  • [P2P] v5.34.1 — direct llama-server proxy + 16k default context.
  • [P2P] v5.34.0 — CUDA build-from-source, HF model pull, pod identity mapping.
  • [P2P] hyperspace pod link — secure local→cloud pod linking.
  • [P2P] hyperspace.sh: Next.js pod dashboard + slim CF Worker to API-only; one-click dashboard activation; OAuth redirect for pod subdomains.
  • [P2P] v5.33.4 — pod ring runtime on restart + force shard + member discovery.
  • [P2P] v5.33.3 — pod keys create for local-mode pods (leader-signed key.mint).
  • [P2P] v5.33.2 — local pod API routing fix + Qwen3.6-27B sharding + MCP service tools.
  • [P2P] v5.33.1 — fix local pod API routing + MCP service tools.
  • [P2P] v5.33.0 — MCP discoverability + install-service hint + help tool.
  • [P2P] v5.32.1 — re-release with CI @types/node fix.
  • [P2P] v5.32.0 — AgenticOS production-complete (Phases A/B/C/D/E). Full libp2p integration for storage, proxy, swarm primitives. Node-manager activates fabric at boot.
  • [THOR] Pod API: POST /api/pod/link — heartbeat-verified pod linking.

AgenticOS Phase A→C + distributed inference layer-sharding + pod page publishing

v5.31.1v5.31.0v5.30.9v5.30.8v5.30.7v5.30.6
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  • [P2P] AgenticOS Phase A P0 gaps closed — inter-registry wiring, real downloads, minisign, strict handshake, seed catalog, management API.
  • [P2P] AgenticOS Phase B — persistence for wallet, storage, context (restart-safe). Vectors, search, skill-matrix persistence.
  • [P2P] AgenticOS Phase C — audit log, CLI lock, provider circuit breakers. 13 P1 items complete.
  • [P2P] AgenticOS: full framework — 24 services, 4 manifest tiers, catalog indirection. 10 functional Tier-1 sidecars. Module agent invocation end-to-end.
  • [P2P] v5.31.1 — agent-brain subprocess isolation (opt-in) + TOCTOU crash fix.
  • [P2P] v5.31.0 — distributed inference layer-sharding across pods. Heterogeneous pod devices, realtime shard/inference status on pod page.
  • [P2P] v5.30.9 — redeem writes pod.json + local shard plan.
  • [P2P] v5.30.8 — local shard plan + heartbeat fix + auto-publisher.
  • [P2P] v5.30.7 — fix heartbeat 404 + auto-publisher on pod join.
  • [P2P] v5.30.6 — auto-start publisher on mid-run pod join.
  • [P2P] Pod page auto-freshness — cache invalidation + stale cleanup + offline marking. State API reads from Supabase instead of stale KV.
  • [P2P] Sidecar: production hardening — stable refs, state preservation, reconnect. Durability hardening + direct-inference channel.

Pod-raft clock drift fix + sidecar wiring

v5.30.4v1.6.4
  • [P2P] v5.30.4 — pod-raft clock drift fix + sidecar wiring. Fall back to wall clock when log.AppendedAt is stale.
  • [P2P] Wire 3 sidecars into NodeManager + adapters + tests.
  • [P2P] Revert sidecar to opt-in — IPC crashes on macOS SEA binary.
  • [CHAIN] Chain v1.6.4 — loose block acceptance + fast-forward restore.

Network sidecar architecture + QUIC + mDNS + UPnP + marketplace

v5.29.1v5.29.0v5.28.5v5.28.3v5.28.2v5.28.0v5.27.10v5.27.9v5.27.8v5.27.7v5.27.6v5.27.5
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  • [P2P] v5.29.1 — standalone network sidecar binary.
  • [P2P] v5.29.0 — network sidecar, mDNS, UPnP, QUIC-first, relay fix. Isolate P2P from model loading.
  • [P2P] v5.28.5 — QUIC-first transport, mDNS, UPnP. Prefer QUIC over TCP for all connections.
  • [P2P] v5.28.3 — restore circuit relay for NAT'd nodes.
  • [P2P] v5.28.2 — protocol registration before agent init (critical fix).
  • [P2P] v5.28.0 — static import fix for P2P protocol handler.
  • [P2P] Pod-local KV prefix cache (Tier 0.4) + PrfaaS routing primitives.
  • [P2P] v5.27.10 — 5min publish cadence + KV limit fix.
  • [P2P] v5.27.9 — pod-raft drift check uses leader wall-clock.
  • [P2P] v5.27.8 — marketplace auto-publish + dashboard integration.
  • [P2P] v5.27.7 — federated inference marketplace — Vickrey auctions between pods.
  • [P2P] v5.27.6 — live pod dashboard at /dashboard.
  • [P2P] v5.27.5 — model swarm protocol — P2P weight distribution from pod peers.
  • [P2P] v5.27.4 — erasure-coding primitive (XOR parity) for model-weight durability.
  • [P2P] v5.27.3 — MoE expert-parallel placement planner.
  • [P2P] v5.27.2 — QUIC transport for intra-pod RPC + low-latency dial.
  • [P2P] v5.27.1 — ring health monitor + auto-reshard on member drop.
  • [P2P] v5.27.0 — pod reliability + observability batch — trace, retry, unified coord encoding.
  • [P2P] v5.26.6 — AutoNAT + public-node circuit-listen skip.
  • [P2P] v5.26.4 — pod DHT rendezvous + correct relay-listen path.
  • [P2P] v5.26.3 — openStream 20s relay timeout + ping-close hysteresis.
  • [P2P] v5.26.2 — cloud provider detection + macOS desktop fix.
  • [P2P] v5.26.1 — guaranteed protocol registration via timer.
  • [CHAIN] Chain v1.6.3 — direct commit + 100 txs/block + idempotent insert.
  • [CHAIN] Chain v1.6.2 — idempotent InsertBlock, prevent sync/consensus race.
  • [CHAIN] Chain v1.6.1 — merge FullTxData in batched commits — txs flowing.
  • [CHAIN] Chain v1.6.0 — commit rule fixes — 183 commits/min, zero force-commits.
  • [CHAIN] Chain v1.5.9 — deterministic block construction — DAG-carried txs.
  • [CHAIN] Chain v1.5.8 — deterministic coinbase — use blockNumber not decision.Round.
  • [THOR] Terminal computer-use without vision — wterm DOM terminals + a11y snapshot tools.

Thor↔Raft bridge + hyperspace.sh + network resilience

v5.26.0v5.25.4v5.25.3v5.25.2v5.22.7v5.22.6v5.22.4
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  • [P2P] v5.26.0 — Thor↔Raft bridge + web invite URLs + join page.
  • [P2P] v5.25.4 — pod-coord healthcheck + diagnostic logging.
  • [P2P] v5.25.3 — rich pod page with network graph, machine specs, live inference.
  • [P2P] v5.25.2 — per-node pod page publishing + white colors.
  • [P2P] hyperspace.sh landing page — pod creation + slug check + active pods. Google auth + authenticated pod creation. Slug ownership (first-come-first-served).
  • [P2P] v5.22.7 — inference quality gate for relay connections.
  • [P2P] v5.22.6 — network resilience fixes for cross-network pods.
  • [P2P] v5.22.4 — fix pod-raft HTTP/TLS mismatch.
  • [P2P] Migrate bootstrap infra to DigitalOcean + fix pod-coord P2P protocol registration.
  • [P2P] Fix: prevent stale /usr/local/bin binary from shadowing new install.

Distributed training breakthrough + consensus hardening

v5.20.0v1.5.4v1.5.5v1.5.6v1.5.7
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  • [P2P] v5.20.0 — Parcae-inspired gradient pooling + adaptive inner steps. Layer gradient pooling groups transformer layers into blocks of 6, averages gradients within each block. Combined with SparseLoCo: 195× total compression (5.5 MB → 28 KB). Adaptive inner steps benchmark hardware speed per node and compute optimal step count to fill the 25-min training budget — fast GPU nodes do 100+ steps, slow CPU nodes do 5–10.
  • [P2P] Exponential backoff retry for training worker failures — 129 of 202 nodes were stuck in a fail→retry→fail loop; now backs off (1m, 2m, 4m, 8m, 16m, max 30m).
  • [CHAIN] Chain v1.5.4 — frontier force-skip + write-continue transport.
  • [CHAIN] Chain v1.5.5 — force-commit + 2s EVM exec timeout — SUSTAINED block production. Root cause: EVM executing 2,878 pending txs blocked for 60s per block.
  • [CHAIN] Chain v1.5.6 — 10s commit timeout + force-commit blocks (263 blocks/min burst).
  • [CHAIN] Chain v1.5.7 — revert to 60s timeout for sustained 3 blocks/min production. Inner function needs ~20s due to InsertBlock mutex contention with sync handler.

Engineering update — 2 Thor · 4 Chain · 2 P2P

v1.4.9v1.5.0v1.5.1v1.5.2
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  • [P2P] SparseLoCo gradient compression — ~50× improvement over SVD; bump TRAINING_WORKER_VERSION to deploy.
  • [P2P] pod-raft — Raft-backed pod state coordinator (replaces Supabase for pod-internal coordination). Invites + graceful leave + libp2p transport (option B), lockfile + @types/node hygiene, TS-only build script, force- redeploy train.py.
  • [CHAIN] Chain v1.4.9 — bootnode relay + persistent pending retry.
  • [CHAIN] Chain v1.5.0 — direct HTTP block send + dedup relay + simple 2f+1 gate.
  • [CHAIN] Chain v1.5.1 — increase writeCh 256 → 10K + permanent reconnect + pending prune.
  • [CHAIN] Chain v1.5.2 — write deadline + instrumentation for TCP debugging.
  • [THOR] pod-raft-bridge — wire Thor pod-api to consult pod-raft for authoritative state.
  • [THOR] Architecture docs: pod-as-hyperspace + universal inference control plane; Agentic-OS Image reframe grounded in prior Metal work; parent CLI + dual auto-updating sidecars (p2pd and kerneld); evidence-based sidecar plan — llama / ollama belong in engined.

Engineering update — 28 Thor · 8 Chain · 12 P2P

v5.19.0v5.19.1v1.3.13v1.4.4v5.19.2v5.19.3v5.19.4v1.4.1v1.4.2v1.4.3v1.4.5v1.4.6
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  • [P2P] v5.19.0 — expose full Hyperspace CLI as MCP tools for Claude Code.
  • [P2P] v5.19.1 — bump chain binary v1.3.13 → v1.4.4.
  • [P2P] v5.19.2 — send only LoRA layers to /load-weights (not metadata).
  • [P2P] v5.19.3 — seamless auth: bridge hyperspace login → pod commands; magic invite links.
  • [P2P] v5.19.4 — build fixes, pod event category, Thor URL update.
  • [P2P] Reconstruct SVD to flat weights before /load-weights POST.
  • [P2P] Detached training worker survives CLI restarts.
  • [P2P] pod providers, pod budgets, pod usage commands for shared cloud AI.
  • [P2P] --provisioned mode for OpenRouter native sub-keys.
  • [P2P] device-link — CLI heartbeats to user account + polls remote commands.
  • [P2P] MCP: 4 sandbox tools + 2 OAuth-passthrough tools.
  • [P2P] Training-worker health-timeout: start HTTP server before model load.
  • [CHAIN] Chain v1.4.1 — 400 ms finality (DAG timing matched to Sui Mysticeti).
  • [CHAIN] Chain v1.4.2 — leader-aware clock + block fetch — architectural fix for commit stalls.
  • [CHAIN] Chain v1.4.3 — leader-aware threshold clock — require leader block before advancing.
  • [CHAIN] Chain v1.4.4 — guard empty validator address in SetChainHealth.
  • [CHAIN] Chain v1.4.5 — txpool drain in Mysticeti mode + off-chain payment driver.
  • [CHAIN] Chain v1.4.6246 ms finality (buildIncludes fix + all-validators gate).
  • [CHAIN] Chain v1.4.7 — DAG sync protocol (pull-based block fetching).
  • [CHAIN] Chain v1.4.8 — comprehensive Mysticeti fixes: DAG sync + fast-forward + adaptive gate.
  • [THOR] Automation stack — zero-input, ambient, goal, batch, self-heal; auto-execute accepted proposals via sessionExecutor.
  • [THOR] Pods — shared cloud AI: providers + per-member budgets + unified gateway.
  • [THOR] Magic invite landing + inference-rental marketplace.
  • [THOR] Reuse existing openrouter-service for native sub-key provisioning.
  • [THOR] /me — unified AI access command center; inline Google sign-in.
  • [THOR] Universal AI inference control plane — devices + models + pricing + personal pod.
  • [THOR] Expand providers to 27 cloud providers + smart-routing engine.
  • [THOR] Generalize providers — pods now share inference + sandbox + search
    • vision + video + tts/stt + agents.
  • [THOR] /keys — one-click API key page (no pod context).
  • [THOR] /providers/connect — one-click OpenRouter + capability-tabbed catalog + clipboard-detect paste.
  • [THOR] Smart-route wired into gateway + Stripe top-up + OAuth (HF, Cloudflare, Replicate).
  • [THOR] OAuth: GitHub + Google + Vercel + Fly.io (7 providers total).
  • [THOR] Fix: move /providers/supported to public routes.
  • [THOR] Token Vault + in-MCP OAuth passthrough.
  • [THOR] /sandboxes unified web view + 4 MCP tools wrapping agent-runtime.
  • [THOR] Pod-scoped filesystem with vector search (Drive) + universal secret vault.
  • [THOR] Pod-agent-VM + Capsule — always-on pod VM across 9 providers + portable Pod Capsule.
  • [THOR] 4 followups: durable runs, HMAC webhooks, real CLI dispatcher, auto-bucket.
  • [THOR] <slug>.hyperspace.sh wildcard routing + Lambda-style pod URL; full GDrive / Dropbox / Notion connectors; agent templates catalog.
  • [THOR] Runtimes + sessions + user-templates: python/node/docker pod apps + collaborative editing + user-published template marketplace.
  • [THOR] pod-orchestrator — conversational /chat with 27 tools, Grok+GLM model stack, zero Claude dependency.
  • [THOR] Generative-UI + MCP + threads + share: orchestrator emits widgets inline (Stripe, OAuth, confirm, choice, text, markdown) + MCP server + chat history + public shares.
  • [THOR] Complete orchestrator UX: streaming + voice + form + auto-title.
  • [THOR] /observability + /billing hub + 11 new orchestrator tools.
  • [THOR] Guardians + bg-loops + plan-gating — autonomous self-healing + scheduled eval + free-tier gate.
  • [THOR] Mobile + PWA + metered — responsive pass + PWA manifest + Stripe metered overage.
  • [THOR] BYOK + federation + directory — Tier 2.5 BYOK route + Ed25519 federation + public pod directory + OpenClaw/Hermes templates.
  • [THOR] Pre-launch red/yellow fixes cleanup.

Engineering update — 15 Thor · 1 Chain · 11 P2P

v5.17.0v5.17.1v5.17.2v5.17.3v5.17.4v5.17.5v5.18.1v5.18.2v5.18.3v5.18.4v5.18.5v1.4.0
Show full shiplog
  • [P2P] v5.17.0 — hardware-tiered training (fast rounds on every machine).
  • [P2P] v5.17.1 — upload gradients to BOTH ContentStore AND Supabase.
  • [P2P] v5.17.2 — training lifecycle telemetry at every step.
  • [P2P] v5.17.3 — remove coordinator gate (every node trains independently).
  • [P2P] v5.17.4 — granular telemetry for gradient fetch/upload pipeline.
  • [P2P] v5.17.5 — clean distributed-training rewrite + admin-configurable job spec; pods: private compute clusters with distributed inference; persistent ContentStore; P2P distributed database for training (CRDT + ContentStore).
  • [P2P] v5.18.1 — inference-package type errors blocking CI.
  • [P2P] v5.18.2llama-rpc-bridge type errors.
  • [P2P] v5.18.3 — training-worker versioned auto-update.
  • [P2P] v5.18.4llama-server versioned from core constants.
  • [P2P] v5.18.5 — Nesterov momentum + checkpoint continuity for DiLoCo.
  • [CHAIN] Mysticeti patch stream (pre-v1.4.0 cleanup + post-LIVE hardening):
    • v1.4.1 — auto-recovery from round stalls, priority routing, no-wipe deploys.
    • v1.4.2 — unique per-validator keys + periodic block re-broadcast.
    • v1.4.3 — full block re-broadcast + round-advance diagnostics.
    • v1.4.4 — block sync protocol + get_block FFI.
    • v1.4.5 — bypass ready_new_block leader check — SUSTAINED CONSENSUS.
    • v1.4.6 — permissionless validator joining via stake-weighted committee.
    • v1.4.7 — whitelist polling + stake-weighted committee + safe expansion.
    • v1.4.8 — 1-second sync cycle for continuous block production.
    • v1.4.9 — revert event-driven to 1s sync.
  • [THOR] Open Agents integration — orchestrator + git-auto + model-picker
    • sandbox; API routes + web UI + backend wiring.
  • [THOR] Absorb Open Agents patterns into Thor's managed-agents core.
  • [THOR] Unified Thor session experience — one agent UX to rule them all.
  • [THOR] Close all 10 Open Agents gaps — persistence, durability, reconnect, GitHub App, diff, preferences.
  • [THOR] Expose Thor's 6-provider compute fleet in session creation.
  • [THOR] Polish Thor sessions UI to Open Agents level — Tailwind + Lucide.
  • [THOR] Open Agents-level polish — summary bar, file pills, live timer, thought badges.
  • [THOR] Pod API: join, leave, offline, shard-plan endpoints for hyperspace CLI.
  • [THOR] Delete /api/open-agents — merge into /api/managed natively.
  • [THOR] Restore lost capabilities — sandbox factory + enhanced session create.
  • [THOR] Final 5 UI polish — markdown, per-tool renderers, attachments, OG metadata.
  • [THOR] AI SDK gateway — last gap closed.
  • [THOR] Neurosymbolic v2.1 → v3.9 — decision model, runtime model, convention model, loading model, AVM merge + execution model, Neural Computer bridge (R-NS-129→132), Neural Computer (R-NS-133→138), AVM default-wire bootstrap, harness + memory + search triplet (R-NS-124→126), NC Tier 1-4 (R-NS-139→161) — co-training harness + specialized adapters + high-leverage wiring + production rollout with metrics + training + benchmark.
  • [THOR] a2a-v2 Phases 60–105 — feature guide, UI bulk-select + per-IP rate limit + goal batch export, CLI verbs for new primitives + input validation + bulk-close, UI surfaces, strategic intelligence — explain + suggest + recompute-priorities + schema versioning, agent workload + webhook retries w/ DLQ, audit hash chain + JSON schema export + keyboard shortcuts, GitHub integration — goal.closed → issue/PR comment, DLQ replay endpoint + CLI + Prometheus histograms, Linear integration (GraphQL commentCreate), A2A_V2_COMPLETE.md (Phases 61–73), Informatica-inspired workflow DAG + event-wait + goal params, recovery strategies + agent pre/post hooks, error workflows + join sub-goals + for-each expansion, blueprint serialization + expression language + pinned replay + credentials + template versioning/ impact, failure lessons + Packs + OpenTelemetry tracing, /healthz + validateConfig + shutdown hooks, performance benchmarks, targeted integration tests (resume recovery, credential rotation, template rollback, DLQ replay), security hardening (auth, fuzz, path traversal, credential leak), Docker image + compose stack with OTEL + Jaeger, UI template editor, structured logging with correlation IDs, auto-generated OpenAPI 3.0 at /api/a2a/openapi.json, self-improving templates (Manager proposes mutations from historical runs), MCP server (Claude Desktop / Cursor / Windsurf), MCP client mode (external MCP servers as Contract-Net candidates), Cursor shadow workspace + agentType routing + cost cascade + memory bridge, Ralph executor
    • NC integration.
  • [THOR] Migrate off OpenAI/Anthropic → Grok/Kimi/GLM/Minimax model standardization.

massive parallel feature spree

v5.15.2v5.16.0v5.16.1v5.16.2v5.16.3v5.16.6v5.16.7v5.16.8v5.16.9v1.3.19v1.3.20v1.3.21
Show full shiplog
  • [P2P] v5.15.2 — comprehensive training fixes: seed data + logging + telemetry.
  • [P2P] v5.16.0 — complete DiLoCo pipeline (aggregation + weight distribution).
  • [P2P] v5.16.1 — aggregated weights via P2P ContentStore first, Supabase fallback.
  • [P2P] v5.16.2 — BitTorrent timeout 5 min → 30 s; worker lifecycle telemetry.
  • [P2P] v5.16.3–v5.16.6 — TUI corruption fixes: emitKeypressEvents ordering, remove stderr writes from chain RPC poller, suppress ALL stderr writes that corrupt TUI input, suppress AVM binary-manager stderr writes.
  • [P2P] v5.16.7 / v5.16.8 — macOS install script runs TUI interactively.
  • [P2P] v5.16.9 — time-based round IDs + 6-min health timeout.
  • [CHAIN] Chain v1.3.19 — production hardening: async execution, backpressure, scoring, checkpoints.
  • [CHAIN] Chain v1.3.20 — checkpoint P2P, certified timeouts, stake-weighted scoring.
  • [CHAIN] Chain v1.3.21 — complete certified-timeout + checkpoint- consumer logic.
  • [CHAIN] Chain v1.3.22 — revert async execution (caused 4-way fork).
  • [CHAIN] Chain v1.3.23 — cross-region grace period (wait 500 ms for slow validators).
  • [CHAIN] Chain v1.3.24 — grace period targets QuorumSize+1, not all validators.
  • [CHAIN] Mysticeti integration (chain-v1.4.0) — Sui's consensus kernel via Rust FFI.
    • Full FFI bridge — 12 functions, Core + CommitObserver + BlockStore.
    • Adapter + P2P message code — engine ready for integration.
    • --consensus=mysticeti flag wired in server.go.
    • --mysticeti-ordering flag, shared execution pipeline.
    • Tx ingestion + P2P block exchange + HandleMessage routing.
    • Proper P2P encoding for block broadcast.
    • Genesis broadcast, broadcast fix, period=1.
    • First blocks produced on Mysticeti consensus.
    • v1.4.0 LIVE IN PRODUCTION — 9 blocks/sec, zero stalls.
  • [THOR] Massive parallel spree. The following series all landed in a concentrated burst:
    • Neurosymbolic v0.1 → v1.92 (100+ commits) — from Aho-Corasick pattern analyzer, DAG deadlock detector, plan canonicalizer + policy cache, Zobrist trace hashing, constraint DSL + CNF compiler + SAT gate, bounded model checker, proof-carrying trace (MMR + Ed25519), real UCB1 MCTS with constraint- pruning, RLM↔neurosymbolic fusion bridge, invariant miner, unified capability graph, typed sessions (invariants as types), self-evolving policy loop, DPO synthesizer, top-level orchestrator (v1.0), live RLM-1 hot-path wiring, self- introspection API, ConstraintSet algebra, Prometheus observability export, AVM/zk bridge — tiered proof escalation, counterfactual replay, active- inference gate, distributed constraint consensus via Paxos, UCG query language, LTL constraints + miner + repair, UCG persistence, cross-agent constraint transfer, live HTML dashboard + SSE, compiled CNF cache, wire bridge into THOR-1 [EXECUTE] mode, property-based fuzz, self-explaining decisions, prover plugin system, per-agent bridge isolation, contradiction detection, conformance test suite, per-session policy snapshots, debug REPL, contradiction screening, differential constraint coverage, trace-replay determinism, multi-agent handoff, LLM-as-arbiter on rejected promotions, constraint-set git-diff/merge protocol, chain-of-thought explainer, trajectory clustering, zk-proof witness export, full-stack AVM cartridge facade, cross- language cartridge JSON-RPC, distributed contradiction cache via gossip, constraint-aware prompt guard, compliance audit-log export, CI policy-gate, typed-session linker, SARIF export, reverse-evolver, cartridge-as-MCP-server, npm boundary, differential constraint miner, canonical substrate benchmark, hardware-attested gate, streaming gate, WASM-embeddable bundle, JSON Schema export, declarative YAML/JSON DSL parser, NSaaS HTTP server, Docker manifest, third-party conformance harness, GitHub Action manifest, Python package, WASI Preview 2 component manifest, research-paper replication kit, Kubernetes operator, TLA+ specification + TLC harness, substrate-as-curriculum, Claude skill manifest, single-file CLI binary, self-contained landing-page generator, Homebrew formula, podcast/video episode-script generator, which-module-do-I- need wizard, multi-language SDK matrix, substrate comparison matrix, frozen- reference release builder, Discord/Slack ChatOps scaffolds, source-code-as- documentation, substrate-as-subprocess, module dependency graph, .deb / .rpm emitter, production-readiness checklist, OpenTelemetry instrumentation, incident-response runbook generator, chaos-engineering harness, first-time setup wizard, module deprecation policy, SBOM + master-index (100-module milestone), promotion ladder + RFC scaffolding, CHANGELOG + compat-matrix + license-header.
    • a2a-v2 Phases 2–59 — saga + coalition + approval batcher + real bids + sub-goals, ε-greedy exploration + GoalObserver + auto-decomposition + peer- review + recover-on-boot, goal dependency graph + Judge tiebreak + review- loop closure, reputation decay + envelope dry-run + saga-backed sub-goal sequencing, AgentBase dry-run gate + Manager convergence escalation, reputation-weighted Contract-Net bidding, auto-coalition fallback + budget reallocation, dependent wake-up + peer-review in main _tick + rich status rollup, dependent auto-wake + taskType inference + NL goal detection, goal templates + cost prediction + agent retirement floor, blocker escalation via Beacon + chain graph + Nova dry-run preview, skill-gap signal + Manager digest + Bob dry-run preview, pattern miner + agent concurrency cap + Arch dry-run, Smith gap-queue + goal auto-summary + Contract-Net cost ceiling, discovered templates + handoff sanitization + goal deadlines, dep-cycle guard + auto-promote patterns + goal priority, similar-goal retrieval + Manager prior-goal lineage + Sleuth dry-run preview, goal archival + trajectory replay + Vulcan deploy preview, Manager CLI verbs (digest, patterns, templates, similar, estimate, replay, archive), barrel export, end-to-end integration test, architecture guide, cross-goal context carryover + goal tags + periodic digest, goal clone + portable export/import blobs, bid refusal + goal merge, per-goal tick lock + agent heartbeat, stale- agent report + idle-goal eviction, evict/stale/note/cancel CLI verbs, kickoff convenience + operator notes, unified health verb + per-user usage rollup, per-user rate limit, bulk tickAll + tag filter, cross-process goal lock + read-only snapshot, Manager doctor — comprehensive stack diagnostic, periodic digest with doctor warnings, goal watchers — stakeholder notifications beyond owner, tick progressPct + full snapshot for live-tail, goal full-text search + markdown export, cross-goal activity feed, Mermaid dep graph, thor-spawn → Manager integration test, HTTP API routes + backend mount, UI dashboard + Smith drain daemon + subsystem triggers, architecture doc refresh, UI Mermaid live-render + Prometheus /metrics + background ticker, Slack webhook digest + reusable goal-intent UI hook, per-goal SSE stream + JSON stats + UI live subscription, Discord webhook + dedicated thor-a2a CLI + free-text UI kickoff, UI action menu + SLA time-to-close + audit JSONL, /audit endpoint + UI decision trail + watch button, HMAC webhook signing + fleet-wide Mermaid + Judge history, UI tiebreaks panel + tag filter + priority slider, comprehensive end-to-end wiring test.
    • hyperspace-os v3.31 → v3.54 — 20+ releases adding dozens of classical algorithms (DWT + DSP filters, Hamming codes, 2-SAT + Van Emde Boas, LCA binary lifting + HLD, Mo's + bit manipulation, sparse table + mergeable heaps, Ukkonen suffix tree, Cartesian tree + Hungarian, MCMF + Bellman-Ford/SPFA/Johnson, rotating calipers + rollback union-find, centroid decomposition, XOR trie + Stern-Brocot/Farey, Link-Cut Tree + BWT/FM-index, Li Chao tree + graph coloring, Bezier curves + marching squares, Hough transform + Catmull-Rom splines, SOS DP + Chebyshev polynomials, Prüfer sequences, Gale-Shapley + L-BFGS, Bron-Kerbosch + Welzl MEC, VP-tree + transitive closure, Held-Karp TSP, Karger min-cut + tree isomorphism, Chu-Liu arborescence + Karp MMC). Final: 2,410 tools / 335 modules. Matrix-2 tool filter + kernel telemetry + manifest.
    • Agent fleet migration — Cartographer (live delegation graph + ops summary), Themis + Rail + Beacon + Smith coordination, auto-remediation flywheel (Heimdall → Rail → Valkyrie + Siren), envoy + veil + gatekeeper + odin-mlp + sage-lsh (API proxy + privacy + vault + non-linear policy + LSH), migrate-Aura → AgentBase (12 legacy migrations), 38 new agents past the 100-agent target (111 total). AgentBase v1.0 + 41 new agents + 6 legacy migrations + CLI. Real model routing for Hermes/Dolphin/Pplx.
    • Real OSS CLI wrappers ("wrap-don't-reimplement") + Hyperspace broker for closed-source framework access.
    • callLLM shared helper + watch + autotrain flywheel closure.
    • Batched-ledger + SSE rail stream.
    • Constable-gated delegate + architecture doc.
    • Delegate (agent-to-agent handoff) + creative batch (5 new + 2 migrated).
    • Rail (agent-to-agent bus) + Lift (migrator) + Themis (compliance scanner).
    • Ref (dispute resolver) + Smith guard chain (auto-certification).
    • Dashboard + sessions + bard + navigator + notary (observability + persistence).
    • Ink v1.0 — embedded doc editor + surfaces adapter (Claude-for-Word-class).

Engineering update — 13 Thor · 5 Chain · 19 P2P

v5.10.2v5.10.3v5.10.4v5.10.5v5.10.6v5.11.0v5.11.1v5.12.0v5.12.1v5.13.0v5.13.1v5.13.2
Show full shiplog
  • [P2P] v5.10.2 — default CLI ports 4001/4002 + bootstrap redeploy workflow.
  • [P2P] v5.10.3 — directly POST /start-round to training worker.
  • [P2P] v5.10.4 — GPU device detection + requests dep for training worker.
  • [P2P] v5.10.5 — training-worker script deployment (correct file from tarball).
  • [P2P] v5.10.6 — fire-and-forget /run-inner-loop POST.
  • [P2P] v5.11.0 — real distributed training: gradient exchange across P2P network.
  • [P2P] v5.11.1 — gradient-collection timeout + lightweight GossipSub announcements.
  • [P2P] v5.12.0 — train on local experiment data (not synthetic DPO).
  • [P2P] v5.12.1 — clear activeRoundId after training; cooldown → 10 min.
  • [P2P] v5.13.0 — Supabase Storage as gradient relay for real multi-node training.
  • [P2P] v5.13.1 — training sidecar — pre-built Python environment.
  • [P2P] v5.13.2 — chunked sidecar download from Supabase Storage.
  • [P2P] v5.13.3 — macOS ARM64 training sidecar + CI build workflow.
  • [P2P] v5.14.0 — BitTorrent (WebTorrent) for P2P sidecar + model distribution.
  • [P2P] v5.14.1 — hardcoded sidecar magnet URI (no node dependency).
  • [P2P] v5.14.2–v5.14.5 — webtorrent packaging fixes.
  • [P2P] v5.14.6 — enable training on ALL nodes.
  • [P2P] v5.15.0 — training init no longer gated behind FederatedTrainingService.
  • [P2P] v5.15.1 — lower AUTO_TRAIN_MIN_VRAM_GB 8 → 4.
  • [CHAIN] Chain v1.3.15 — consensus-aware auto-updater (staggered health-gated restarts).
  • [CHAIN] Chain v1.3.16 — Bullshark liveness (unilateral wave skip after 40+ missed rounds).
  • [CHAIN] Chain v1.3.17 — Narwhal channel-deadlock + sync stale-chain false-positive.
  • [CHAIN] Critical validator address-derivation bug (SHA256 → proper ECDSA Keccak256); allow fix-addresses through auth middleware.
  • [CHAIN] Chain v1.3.18 — RLP commit-decision broadcast int64 → uint64.
  • [THOR] GBrain-inspired vault & memory system overhaul.
  • [THOR] HYPERSPACE_AGENTIC_OS.md + 41 kernel tests — 273/273 passing.
  • [THOR] Managed agents: AVM logging, kernel-init gate, outcome→memory, TF-IDF search.
  • [THOR] Comprehensive Hyperspace Agentic OS & Thor Agent documentation.
  • [THOR] Hyperspace ↔ Thor end-to-end integration — 5 cross-system bridges.
  • [THOR] 3 new OS kernel primitives — inference gateway, scheduler, agent pub/sub.
  • [THOR] GossipSub-compatible agent mesh + multimodal inference (vision, pipes, MLX).
  • [THOR] Hyperspace OS hardening — AVM bypass fix, kernel-init race, outcome→memory, new kernel modules.
  • [THOR] Security: fix 6 CRITICAL/HIGH vulnerabilities from audit; second sweep for remaining.
  • [THOR] Neurosymbolic Gate — 6 symbolic decision layers over neural outputs.
  • [THOR] Latent Briefing-inspired optimizations — progressive tools, pipe compaction, history compaction.
  • [THOR] vLLM/Ollama integration — prefix caching, adaptive routing, local- first inference.
  • [THOR] Wire neurosymbolic components end-to-end — no more scaffolding.
comparing Hyperspace A1 chain to [Ethereum, Solana, Tempo, Lightning]

this is the most advanced design on the planet for making agent to ag
2.1Kviews9bookmarks15likes@varun_mathur
Agentic PaymentsBlockchain
[, ]

hyperspace cli is the densest mashup of every p2p core tech you can think of, applied for agents -> building towards network intellige
6.1Kviews38bookmarks45likes@varun_mathur
AgentRankGossip Protocol
it's cooking in testnet currently. 

-> permissionless, anybody can join
-> nearly free agent to agent micropayments at scale
-> the chain c
11Kviews19bookmarks29likes@varun_mathur
Agentic PaymentsBlockchain
Hyperspace is training a research model on the peer-to-peer network, using the autoresearch experiments also done across the network

We poi
18Kviews117bookmarks107likes@varun_mathur
AutoresearchAstrophysicsGossip Protocol

Engineering update — 20 Thor · 8 Chain · 10 P2P

v5.7.1v1.3.11v5.8.0v5.8.1v1.3.13v5.8.2v5.8.3v5.8.4v5.9.0v5.9.1v5.9.2v5.10.0
Show full shiplog
  • [P2P] v5.7.1 — chain binary v1.3.11 (commit-decision gossip).
  • [P2P] v5.8.0 — hyperspace train: distributed LoRA fine-tuning on experiment data.
  • [P2P] v5.8.1 — chain v1.3.13 (stale-chain auto-wipe + exit(1) fix).
  • [P2P] v5.8.2 — auto-training starts when 3+ GPU peers online.
  • [P2P] v5.8.3 — P2P training-data sharing (every node gets experiment data from all peers).
  • [P2P] v5.8.4 — commit missing substrate.ts (CI break since v5.8.0).
  • [P2P] v5.9.0 — solo-training mode + CPU-QLoRA path.
  • [P2P] v5.9.1 / v5.9.2 — training-init __dirname fix (subpath export + ESM polyfill).
  • [P2P] v5.10.0 — autonomous training worker (auto-install deps, spawn Python sidecar).
  • [P2P] v5.10.1 — ESM __dirname + stale-script detection + log visibility.
  • [CHAIN] Chain v1.3.8 — strict round-quorum, no emergency 0-cert advancement.
  • [CHAIN] Chain v1.3.9 — BlockSTM WaitGroup race + sync-before-consensus on startup.
  • [CHAIN] Chain v1.3.10WaitForSync settle window.
  • [CHAIN] Chain v1.3.11 — commit-decision gossip (steady-state fork fix).
  • [CHAIN] Chain v1.3.12 — stale-chain auto-recovery (external-node self- healing).
  • [CHAIN] Chain v1.3.13 — stale-chain recovery exit code.
  • [CHAIN] Chain v1.3.14 — full block explorer: payment channels, consensus health, Blockscout-style blocks+tx pages, tx generator that funds agents + sends value transfers to 100+ real agent addresses.
  • [CHAIN] Homepage restructure 13 → 10 sections + minimal nav; architecture moved to /architecture (v2 → v3 diagram).
  • [THOR] Hermes parity + Ultron merge — full computer use, autonomous daemon, ecosystem discovery.
  • [THOR] Wire full Thor ecosystem into managed sessions — 16 new tools.
  • [THOR] Active Inference + DAEDALUS + Plugins + Bifrost — 232/232 tests.
  • [THOR] Make every Thor session a managed-agent session by default.
  • [THOR] Persistent agent identity — memory consolidation across sessions.
  • [THOR] Wire AVM sandbox as container tier + execution-proof capture.
  • [THOR] AVM as Agent Virtual Machine — every execution traced + proven.
  • [THOR] Wire avmd daemon as session supervisor.
  • [THOR] AVM inline security gate + WebSocket bridge + dynamic model switching.
  • [THOR] 43-item parity — OpenClaw modules + Hermes security/MCP/providers + Thor internals.
  • [THOR] Channel platform features — Telegram webhook, Discord controls, Signal media.
  • [THOR] Final 18 items — Tailscale, Gmail, DM pairing, Grok caching, SBOM, MCP gen, logs, diffs.
  • [THOR] Final 8 — Vercel/Copilot/Gemini providers, model picker, Matrix receipts, Singularity, seccomp.
  • [THOR] Hyperspace Kernel — GPU, resources, model manager, power modes, consciousness.
  • [THOR] Coexistence layer — detect and integrate Hermes, OpenClaw, Claude Code, Aider, Cursor.
  • [THOR] Shared Memory Bus + Universal Task Router — the OS kernel services.
  • [THOR] Thor Companion macOS app (Clicky fork) + keep-alive agents + voice prompts.
  • [THOR] OS Intercept Layer — every framework interaction flows through Hyperspace.
  • [THOR] Credential Gateway — Hyperspace as the API key manager for ALL frameworks; wired to actual UI API key storage (user_provider_keys).
  • [THOR] Close ALL honesty gaps — migrations, persistence, search, pipes, handoff.

Engineering update — 10 Chain · 3 P2P

v1.3.1v1.3.3v1.3.4v1.3.5v1.3.6v1.3.7
Show full shiplog
  • [P2P] hyperspace doctor + hyperspace logs commands — Hermes gap closure.
  • [P2P] Thor feature list + competitive analysis (Hermes + OpenClaw).
  • [P2P] Hyperspace explorer + faucet + MetaMask button components.
  • [CHAIN] Chain v1.3.1 — determinism fixes for 4-way chain fork.
  • [CHAIN] Chain v1.3.3 — DAG-based view change + deterministic gas limit.
  • [CHAIN] Chain v1.3.4 — auto-updater downgrade protection + bootnode sync fix.
  • [CHAIN] Chain v1.3.5 — deterministic epoch-boundary gas limit.
  • [CHAIN] Chain v1.3.6 — remove isCatchingUp wave skipping.
  • [CHAIN] Native TypeScript (@hyperspace/sdk) and Python (hyperspace) SDKs.
  • [CHAIN] Typed RPC errors, hyperspace devnet, hyperspace status.
  • [CHAIN] Contracts: SkillRegistry + TaskEscrow2 + ReputationOracle examples.
  • [CHAIN] Chain v1.3.7 — Docker image, monitoring stack, testnet faucet, developer docs.
  • [CHAIN] Website deep-dive refresh: /architecture, /developers, /research, /thor, /tokenomics, /payments, /desktop, /metal, /network, homepage overhaul (11 sections), new top nav + sidebar IA, API /network-stats extended with economy, uptime, targets.
How to think about the Agentic OS

8:10 - From early experiments to an entirely new OS
12:51 - Early bet on spatial UI and what it taught us
19Kviews186bookmarks112likes@varun_mathur
Agentic OSAgentic PaymentsSpatial UI

Engineering update — 2 Chain · 1 P2P

v5.7.0v1.3.0
  • [P2P] v5.7.0 — cut-over to chain-v1.3.0 era. Intelligence Flywheel OG image, payment-stats update (3,300 payments through 500 channels), live RPC stats + animated routing & flywheel diagrams, graceful HTTPS fallback + refresh button, 3 diagrams (stake-secured DHT, channel lifecycle, payment mesh), rename /stateless-report/agentic-micropayments, economics + PoI sections.
  • [CHAIN] Chain v1.3.0 — Tempo-inspired payment UX + end-to-end wiring.
  • [CHAIN] Channel persistence + multi-channel per sender.

Engineering update — 2 Chain · 4 P2P

  • [P2P] Feat: add stateless execution report at /stateless-report.
  • [P2P] Rewrite stateless report — accurate to hyperpaper architecture.
  • [P2P] Rewrite blog post — 695 agents, streaming channels, real economy.
  • [P2P] Add Tempo vs Hyperspace deep-dive comparison table; OG social card; 10M TPS reference.
  • [CHAIN] Wire hspace_pay RPC to streaming payment channels (hyperpaper § II.A).
  • [CHAIN] 6 Tempo-inspired payment UX improvements.

Engineering update — 3 Chain · 1 P2P

v1.2.0
  • [P2P] Bump EDGE_BINARY_VERSION to chain-v1.2.0.
  • [CHAIN] Chain v1.2.0 — stateless execution pipeline (hyperpaper § V).
  • [CHAIN] Wire hspace_sendProofCarryingTransaction RPC + EVM fallback.
  • [CHAIN] Wire PCT submitter to nanochains — full stateless path active.

Engineering update — 13 Thor

Show full shiplog
  • [THOR] Fully local Ironman/Jarvis + custom-model GGUF packaging + E2E tests.
  • [THOR] All 18 Jarvis actions run locally — zero backend dependency.
  • [THOR] 18/18 Jarvis actions local + Matrix-2 local server for MacBook.
  • [THOR] Local-agent-store — all agents, skills, MCP servers offline.
  • [THOR] Correct agent dedup — 2,142 unique agents (was 3,137 with duplicates).
  • [THOR] Docker image + one-command install script.
  • [THOR] Thor single-binary build — 40 MB JS bundle + native sidecar.
  • [THOR] GitHub Actions release pipeline for Thor binary.
  • [THOR] Add missing data files + fix release workflow.
  • [THOR] esbuild packaging sweep — track ~1,222 JS/JSON in thor-services + agents-complete + workflow-engine + sandbox + wolf-of-wall-street / superagent / ios / cron / avm / etc.
  • [THOR] Drop macos-13 x64 runner, ARM64 via Rosetta 2.
  • [THOR] lancedb + kuzu deps added to CLI, bump better-sqlite3, Matrix-2 fixes.
  • [THOR] Add Qwen3-Coder + MiniMax M2.7 models; upgrade GLM-5 → Turbo.
March 202673 entries
March 2026 Aggregate Stats Per Grok
Campaign aggregate views and bookmarks across Perplexity, OpenAI, HyperspaceAI, Manus, Anthropic, OpenClaw, YC W26 Startups, Nous Research — March 2026.

Per Grok: aggregated from X data across the biggest AI product launches in March 2026 — total views (reach) and total bookmarks (intent / saves).

Methodology

  • HyperspaceAI — every post + every reply by @varun_mathur in March 2026 (full account activity, no keyword filter). Collected via from:varun_mathur since:2026-03-01 until:2026-04-01. Sum of the 10 high-engagement launches plus hundreds of smaller threads and replies → 5.6M views · 29.0K bookmarks.
  • Everyone else (Perplexity, OpenAI, Manus, Anthropic, OpenClaw, YC W26 Startups, Nous Research) — main launch announcement + up to 3 follow-up threads per campaign. X advanced search on each official account with relevant launch keywords + date range.

Takeaways

  • Perplexity* leads on both views (11.2M) and bookmarks (35.0K), but had at least one paid partnership in their launch — others unknown.
  • HyperspaceAI ties OpenAI on views (5.6M) and comes in #2 on bookmarks (29.0K), ahead of every other AI lab on intent — from a single-person campaign.
  • Intent-per-view ratio for HyperspaceAI is ~0.52% vs OpenAI's ~0.09% — ~6× stronger save rate per impression.

Ties on views are broken by bookmark count, which is why HyperspaceAI lands above OpenAI on the first chart.

Engineering update — 8 Thor

  • [THOR] Thor vs Claude Code gap analysis — 10 gaps, 760 L to fix P0-P1.
  • [THOR] Claude Code parity — LSP, file dedup, result storage, bash safety, micro-compaction.
  • [THOR] Deep parity — Group A foundations.
  • [THOR] Groups B, C, D — 13/13 gaps closed.
  • [THOR] File undo, plan mode, notebook editing.
  • [THOR] Plug all 11 implementation gaps in Claude Code parity.
  • [THOR] Thor in a Box — full Thor runs locally without Supabase.
  • [THOR] Thor complete reference — architecture, index, plans, session changes.

Engineering update — 10 Thor · 3 Chain · 1 P2P

v1.1.0
Show full shiplog
  • [P2P] Bump EDGE_BINARY_VERSION to chain-v1.1.0.
  • [CHAIN] Chain v1.1.0 — stateless validator memory (hyperpaper § V).
  • [CHAIN] Catch-up mode drains commit backlog without creating empty blocks.
  • [CHAIN] 60 s timeout on handleCommitDecision prevents permanent stall.
  • [THOR] Hyperspace product plan — cloud, Docker local, native local, converged.
  • [THOR] Full browser automation in Metal — ported from @agenticos/browser-service.
  • [THOR] Complete Metal wiring — CLI integration, tsc clean, integration tested.
  • [THOR] Hyperspace Metal — all 12 modules complete (7,849 lines).
  • [THOR] Metal Module 4 — MetalMemory (unified local memory).
  • [THOR] Metal Module 1 — MetalStore (SQLite + FTS5).
  • [THOR] Default local model → qwen3.5-27b (not 235b).
  • [THOR] Local-first agent mode — hyperspace chat --local.
  • [THOR] Self-improving agent — memory_nudge, skill_write, rune_forge tools.
  • [THOR] Galileo → Qwen3-235B-A22B (reconfirmed).

Engineering update — 1 Chain · 3 P2P

  • [P2P] Update research report to March 2026 — 660 agents, 5 domains, 101K blocks.
  • [P2P] March 2026 network intelligence report at /network-report; remove "sovereign L1 blockchain" phrasing.
  • [P2P] Stub @hyperspace/proof-of-intelligence in Vite build.
  • [CHAIN] March 2026 research intelligence report (660 agents, 5 domains, 101K blocks).

Engineering update — 11 Thor

Show full shiplog
  • [THOR] Phase 1 gaps — lifecycle hooks, OpenAI API, Matrix, voice transcription.
  • [THOR] Phase 1–2 gaps — DingTalk, HA chat, ContextEngine, backend wiring.
  • [THOR] HyperAgents integration — MetaAgent, batch trajectories, backend wiring.
  • [THOR] Complete all 22 gaps + 5 HyperAgents integrations.
  • [THOR] Register all 24 channels — surpass OpenClaw's channel count.
  • [THOR] CLI gaps — sessions browser, cost tracker, queue viewer, themes, PTT voice.
  • [THOR] Migration tools for OpenClaw and Hermes Agent users.
  • [THOR] Honest feature-comparison chart: Thor vs OpenClaw vs Hermes.
  • [THOR] galileo.hyper.space — standalone deep-research demo.
  • [THOR] Galileo with real web research — Serper + Exa search pipeline.
  • [THOR] Galileo → Qwen3-235B-A22B (100× cheaper than Gemini).
Hyperspace agentic blockchain is the first "A1" of it's kind. Core features: 
- Designed for high volume of agent-to-agent micropayments as
5.3Kviews13bookmarks28likes@varun_mathur
Agentic PaymentsBlockchain

Stateless Execution v1.0.0

v5.4.0v1.0.0v5.5.0v5.5.1
Show full shiplog
  • [P2P] v5.4.0 — bump chain binary to v1.0.0 (stateless execution, hyperpaper compliance).
  • [P2P] v5.5.0 — TurboQuant: 3-bit KV cache + 7.7× vector compression.
  • [P2P] v5.5.1 — complete TurboQuant: KV block manager, quantizer, gossip, index.
  • [CHAIN] Chain v1.0.0 — Stateless Execution (Hyperpaper Full Compliance).
    • Stateless execution — hyperpaper Path B (3 phases, 11 specs).
    • Wire full nanochain engine into consensus + CGO build + EnableDA.
    • Nanochain engine infrastructure from server.go.
    • Critical double gas-deduction fix in nanochain EVM execution.
    • Critical FFI return-code bug + remove all P2P handler stubs.
    • E2E hyperpaper integration tests + PCT RPC + nanochain engines.
  • [CHAIN] Disconnect peers with wrong genesis immediately (Ethereum pattern) → reverted same day (let them auto-update via HTTPS).
  • [CHAIN] rpc.a1.hyper.space DNS → validator (full-state RPC endpoint).
  • [THOR] TurboQuant — data-oblivious vector quantization for KV cache + vector search.
  • [THOR] autoweb.hyper.space — 3-agent evolutionary webapp builder.
Summary of Hyperspace releases:
- CLI at v5.4.0 -> peer-to-peer collaboration between autonomous agents [gossip swarms of autoresearchers an
views11bookmarks21likes@varun_mathur
AutoresearchBlockchain

Engineering update — 8 Chain · 6 P2P

v5.3.7v5.3.8v5.3.9v0.2.10-alphav5.3.10v0.1.1v0.2.11-alphav0.2.12-alphav0.2.13-alphav0.2.0
Show full shiplog
  • [P2P] v5.3.7 — chain RPC polling in v1 TUI (live block height + visualization).
  • [P2P] v5.3.8 — add chain-poll debug logging to stderr.
  • [P2P] v5.3.9 — chain binary v0.2.10-alpha (tx-body persistence).
  • [P2P] v5.3.10avmd v0.1.1 (TLS + log-once fix).
  • [P2P] Show real tx counts in TUI chain visualization.
  • [P2P] Auto-update picks highest version, not first API result; releases API sorts descending.
  • [CHAIN] Chain v0.2.10-alpha — persist tx bodies in LevelDB.
  • [CHAIN] Chain v0.2.11-alpha — fix restart loop for real.
  • [CHAIN] Chain v0.2.12-alpha — transaction gossip.
  • [CHAIN] Chain v0.2.13-alpha — Phase 1.3 fullnode execution.
  • [CHAIN] avmd v0.2.0 — supply-chain protection release (sandboxed installs, integrity checks, behavioral scan).
  • [CHAIN] Live agent-economy feed on /developers.
  • [CHAIN] Agent-to-agent experiment adoption payments — live on testnet.
  • [CHAIN] Agent-payments state snapshot: 20 cycles, 162 payments confirmed.
The V8 analogy is spot on. We've spent too long treating agent execution as a side effect of a web app rather than its own primitive. A spec
3.7Kviews2bookmarks5likes@LeoTava8
community
Very cool stuff. I imagine in the long run  we’ll have systems where AI drives microcode on general purpose compute, completely bypassing OS
3.2Kviews9bookmarks14likes@samcoward
community
This is the abstraction the agent ecosystem has been missing.

Every framework building its own security model is like every app building it
2.2Kviews3bookmarks2likes@emadgnia
community

AVM day

v5.2.5v0.2.3-alphav5.2.6v5.2.7v5.2.8v5.2.9v0.2.5-alphav5.3.0v5.3.1v0.2.7-alphav5.3.2v0.2.8-alpha
Show full shiplog
  • [P2P] v5.2.5 — chain binary v0.2.3-alpha (RUNPATH + error-flood fix).
  • [P2P] v5.2.6 — ASCII block-chain visualization in TUI.
  • [P2P] v5.2.7 — block-chain row handles undefined chainBlock.
  • [P2P] v5.2.8 — reset crash counter on chain binary upgrade.
  • [P2P] v5.2.9 — chain binary v0.2.5-alpha (full P2P sync).
  • [P2P] v5.3.0 — AVM (Agent Virtual Machine): security, privacy, and resource management for all agents.
  • [P2P] v5.3.1 — chain v0.2.7-alpha (stop 5-min restart loop).
  • [P2P] v5.3.2 — chain v0.2.8-alpha (fix nil panic on old genesis).
  • [P2P] v5.3.3 — ensure avmd sidecar downloaded on every CLI launch.
  • [P2P] Synchronous avmd download on first CLI launch.
  • [P2P] avmd sidecar download via existing auto-update system.
  • [P2P] avm audit uses avm.config.
  • [CHAIN] Chain v0.2.3-alpha — RUNPATH + error-flood fix.
  • [CHAIN] Chain v0.2.4-alpha — verified CDN.
  • [CHAIN] Chain v0.2.5-alpha — full P2P sync.
  • [CHAIN] Chain v0.2.6-alpha — stale genesis auto-fix.
  • [CHAIN] Chain v0.2.7-alpha — stop 5-min restart loop.
  • [CHAIN] Chain v0.2.8-alpha — fix nil panic on old genesis.
  • [CHAIN] Chain v0.2.9-alpha.
  • [CHAIN] Bidirectional StatusMsg handshake (Ethereum devp2p pattern).
  • [CHAIN] Fast chain sync: 1000 blocks/batch, 3 s timeout.
  • [CHAIN] Auto-detect stale genesis; fall back to embedded when no validators.
  • [CHAIN] Chain data persists across binary upgrades (Ethereum-style).
  • [CHAIN] Auto-updater restarted every 5 min (version-comparison bug) — fixed.
  • [CHAIN] avmd daemon — "the agent operating system." Multi-platform release workflow; dropped Windows (Unix sockets unsupported); macOS compat (RLIMIT_NPROC Linux-only).
  • [CHAIN] avmd auto-update — checks GitHub every 5 min, self-restarts.
  • [CHAIN] rustls-tls for reqwest (auto-update HTTPS on macOS).
  • [CHAIN] rpc.hyper.space added to middleware (no password gate).
  • [CHAIN] Release-process docs: CDN, RUNPATH, bootnode order, keys.
  • [CHAIN] Disable cache on network-stats API (Vercel serving 13hr stale).
  • [CHAIN] Recompute block hash after RLP deserialization during sync.
three new models launched so far:

- Matrix: finds right [tools, skills, agents] for a task based on a 100,000+ index

http://
matrix.hyper.
3.2Kviews51bookmarks42likes@varun_mathur
MatrixArchitectProgrammer

Engineering update — 23 Chain · 19 P2P

v5.0.5v5.0.6v5.0.7v5.0.8v5.0.9v5.1.0v5.1.1v5.1.2v5.1.3v5.1.4v5.1.5v5.1.6
Show full shiplog
  • [P2P] v5.0.5 — bypass 10K stake for paid validator subscribers.
  • [P2P] v5.0.6 — validator key file bypasses Supabase stake check.
  • [P2P] v5.0.7 — genesis file fix (public URL + embedded fallback).
  • [P2P] v5.0.8 — chain binary starts immediately after node start (not after 3K lines of agent setup).
  • [P2P] v5.0.9 — gossip chain role in capability announcements.
  • [P2P] v5.1.0 — auto-replace stale genesis on startup.
  • [P2P] v5.1.1 — log chain binary startup/errors to stdout.
  • [P2P] v5.1.2 — duplicate imports + prometheusState scoping fix.
  • [P2P] v5.1.3 / v5.1.4 — lockfile / @libp2p/crypto pin to ^5.1.2.
  • [P2P] v5.1.5 — chain startup logs to stderr (bypass TUI capture).
  • [P2P] v5.1.6 — chain binary starts independently before P2P node; miner IPs in default bootnodes; TUI polls miner RPC when local shows block 0.
  • [P2P] v5.1.7 — Linux chain binary downloads .tar.gz bundle with shared libraries.
  • [P2P] v5.1.8 — bump chain binary to v0.2.2-alpha.
  • [P2P] v5.1.9 — disable chain binary --auto-update (caused restart loop).
  • [P2P] v5.2.0 — re-enable chain binary --auto-update.
  • [P2P] v5.2.1–v5.2.4 — exponential-backoff restart (max 3 attempts).
  • [P2P] Add release script — prevents version mismatch and CI trigger issues.
  • [P2P] Blockchain-node FAQ — roles, troubleshooting, requirements, glossary.
  • [P2P] Remove password gate from proofofintelligence.hyper.space — public launch.
  • [CHAIN] Chain v0.2.2-alpha — Hydra-routed block propagation + P2P sync fix (hyperpaper § III).
  • [CHAIN] Embed genesis JSON in binary (zero-config startup).
  • [CHAIN] Auto-update interval 30 min → 5 min for testnet.
  • [CHAIN] Auto-update URL → public agi repo.
  • [CHAIN] Robust P2P chain sync — bootnodes sync from 0 to head.
  • [CHAIN] Chain sync protocol + new genesis with unique validator keys.
  • [CHAIN] Atomic binary replacement in auto-updater (no .old crash).
  • [CHAIN] net_peerCount RPC — independently verifiable network size.
  • [CHAIN] Developers page (EVM-compatible RPC docs).
  • [CHAIN] Live network stats on developers page; relax consensus health threshold (500-block spread, not 50).
  • [CHAIN] Leaderboard — remove airdrop/5%/alloc column; add experimental disclaimer.
  • [CHAIN] Remove all user-facing "Airdrop" text — replaced with Leaderboard / Genesis weight.
  • [CHAIN] FAQ — headless/no-TUI mode (pipe, nohup, tmux, head).
  • [CHAIN] FAQ — running binary directly without CLI (init + manual flags).
  • [CHAIN] 3-gate validator admission spec (economic + experiment + gossip).
  • [CHAIN] Fix binary RUNPATH ($ORIGIN/lib).
  • [CHAIN] Silently drop unknown consensus messages on fullnodes.
  • [CHAIN] Handle RPC error responses in network-stats API.
  • [CHAIN] MinExperiments=0 validation bug fix.
  • [CHAIN] Rename "Validator" → "Miner" throughout dashboard.
  • [CHAIN] Clean copy-paste run commands on validator dashboard.
  • [CHAIN] Remove genesis allocation section; remove $100/month price mentions.
  • [CHAIN] Strip main-site nav/footer on miners.hyper.space.

Blockchain Integration day

v5.0.0v5.0.1v5.0.2v5.0.3v5.0.4
Show full shiplog
  • [P2P] v5.0.0 — Blockchain Integration. ChainStatusService + TUI panels (chain, PoI/HSCP, agent type, woppals). Hero shows all chain roles. Full validator onboarding flow on PoI website. PoI paper PDF + preview + download link.
  • [P2P] Rename validator → miner across ChainRole and CLI.
  • [P2P] Update EdgeBinaryManager for hyperspace-agentic-blockchain binary.
  • [P2P] v5.0.1 — protocol package needs same node: resolution fix as pay.
  • [P2P] v5.0.2 — TUI blockchain panels, agent run command, version sync fix.
  • [P2P] v5.0.3 — blockchain binary from public hyperspaceai/agi repo.
  • [P2P] v5.0.4 — blockchain binary auto-downloads on every start, default relay role.
  • [P2P] Blackboard-chalk diagrams for The Loop (circular cycle) and ResearchDAG (Git-like graph); hand-crafted SVG diagrams replacing Mermaid ELK layout.
  • [P2P] Animated hero diagram — progressive reveal of intelligence→chain flow.
  • [P2P] PoI is universal — every agent type must prove experiments; rename all node types to agents.
  • [P2P] Woppal economy section — adoption-based rewards; woppal coin logo (chalk W with two teal strikes).
  • [P2P] Adoption chain as hero diagram, restructured page flow; The Loop, Automated Intelligence Economy, Security.
  • [P2P] Honest Bitcoin vs Woppals comparison.
  • [CHAIN] validator signup — Google Auth, Stripe $100/mo, node type tracking, genesis allocation.
  • [CHAIN] Woppal economy v1 → v2 (adoption-based rewards, 1:1 points conversion) → v3 (fixed-budget, anti-collusion, Bitcoin-sound).
  • [CHAIN] Point validator auth + data to p2pnetwork Supabase (dhsvcihyxuxijaookakj).
  • [CHAIN] Subscription-gated consensus — whitelist-based admission; --whitelist-url / --whitelist-key flags; restore server command.
  • [CHAIN] CLI blockchain-sidecar plan documented.
  • [CHAIN] Validator signup architecture — full wiring guide.
  • [CHAIN] miners.hyper.space bypass + root redirect to /validators.
  • [CHAIN] Validators page restyled to design system; onboarding diagram.
  • [CHAIN] Simplify validators page — sign up with Google above fold, chalk diagram.
  • [CHAIN] Stripe SDK — use fetch client + 30 s timeout for Vercel serverless; auto-delete stale pending subscriptions.

Engineering update — 3 Thor · 1 Chain

v0.2.0-alpha
  • [CHAIN] Hyperspace Agentic Blockchain v0.2.0-alpha — validator infrastructure + VaaS.
  • [THOR] Landing page + model stack docs + data-isolation spec.
  • [THOR] Onboarding wizard — deploy step, model config, encryption, review fixes.
  • [THOR] Session review — 12 fixes, Supabase migrations, progress persistence.
Evolutionary jump: Karpathy loop -> Agent World Model

tl;dr: introducing prometheus, a million lines of cognitive engine code running on yo
19Kviews427bookmarks306likes@varun_mathur
PrometheusAutoresearchAstrophysics

Engineering update — 2 Thor

  • [THOR] BYOG workspace provisioning — Hetzner Cloud + Fly.io integration.
  • [THOR] Pricing page + workspace provisioning API + Stripe→VM wiring.

Engineering update — 4 Thor

  • [THOR] Per-user AI workspace image — Thor + ttyd + Gitea + JupyterLab.
  • [THOR] Workspace reverse proxy + service routing fixes.
  • [THOR] Workspace v6 — CLI bundle, proxy routing fixes, full E2E deployment.
  • [THOR] Workspace v8 — full CLI bundle, Thor healthy, all services live.
your rate of shipping is just mad impressive
2.1Kviewsbookmarks1likes@wwwjim
community

Engineering update — 4 Thor

  • [THOR] Commit all in-progress work — Fly.io deploy, backend fixes, CI workflows, CLI commands.
  • [THOR] Thor deploy stabilization — disable crawlers, fix orchestrationBridge, add crawler machine. Dockerfile.crawler needs python3/make/g++ for node-pty.
  • [THOR] Active Inference full stack — Friston FEP across PROMETHEUS, Ultron, P2P CLI.
  • [THOR] Live command palette — type "/" to see filtered slash commands inline.
AutoRL: a distributed RL environment factory | v3.7.0

Agents on the Hyperspace network can now create RL training environments for each oth
20Kviews177bookmarks167likes@varun_mathur
AutoresearchAutoRL
Autoastrophysicist: distributed physics research for hyperspace travel | v3.7.7

We pointed the same autonomous peer-to-peer research loop a
6.9Kviews27bookmarks35likes@varun_mathur
AutoresearchAstrophysics
Autonomous Agent-to-Agent Jobs Protocol | v4.1.0

Your agent can now post a job to the hyperspace network and have another agent pick it up,
16Kviews129bookmarks140likes@varun_mathur
Agentic PaymentsAgentRankPrometheus
Agentic General Intelligence | v3.0.10

We made the Karpathy autoresearch loop generic. Now anyone can propose an optimization problem in pl
954Kviews9.3Kbookmarks5.1Klikes@varun_mathur
AutoresearchAutoskillAutoquant
Autoquant: a distributed quant research lab | v2.6.9
823Kviews3.7Kbookmarks1.9Klikes@varun_mathur
AutoresearchAutoquant
On Aug 27th, 2025, we presented the idea of an Agentic OS at this keynote event in San Francisco. We demo-ed what a post-IDE world looks lik
23Kviews195bookmarks159likes@varun_mathur
Agentic OSAgentic PaymentsBlockchain
Autoskill: a distributed skill factory | v.2.6.5
465Kviews2.4Kbookmarks1.6Klikes@varun_mathur
AutoresearchAutoskill
Hyperspace: an unmoltable peer-to-peer agent network

In 2025 we had 2.3 million unique agents just running LLMs register with their own mac
6.3Kviews42bookmarks71likes@varun_mathur
AutoresearchGossip Protocol
Autosearcher: a distributed search engine

We are now insanely experimenting with building a distributed search engine utilizing the same pa
258Kviews1.1Kbookmarks829likes@varun_mathur
AutoresearchAutosearcherGossip Protocol

Engineering update — 2 Thor

  • [THOR] OpenClaw P2P delegation CLI + install.sh OpenClaw detection (+759 L).
  • [THOR] OpenClaw 10x — bridge wiring, 9 API endpoints, QR pairing, marketplace, graduated access.

Engineering update — 9 Thor

Show full shiplog
  • [THOR] ATLAS-1 neural world model + THOR-1 unified MoE brain (6 modes).
  • [THOR] Multi-channel system (21 platforms) + OpenClaw sync pipeline.
  • [THOR] Channels CLI + OpenClaw coexistence + daemon --channels / --earn.
  • [THOR] OpenClaw bridge — route OpenClaw channels through Thor brain.
  • [THOR] Deep audit fixes + compute-fleet manager + native observability dashboard.
  • [THOR] Cognitive journal — human-readable memory surface for PROMETHEUS.
  • [THOR] Per-user cognitive journal (each user gets their own SUMMARY.md).
  • [THOR] 30× subsystem integration — PROMETHEUS wired into all major Thor systems.
  • [THOR] 150 % AI Agent Computer — 8 systems for beyond-vision capabilities; scorecard 50 % → 94 %.

PROMETHEUS explosion

Show full shiplog
  • [THOR] 400 K+ line cognitive AGI framework landed across 5 languages (TS, Rust NAPI, Go, Python, Lean4) — 433,674 LOC. Dozens of engines committed in parallel, including:
    • Cognitive infrastructure — task queue, capability negotiation, message bus, state machine, plan rewards.
    • Module orchestrator, causal intervention engine, proof search engine.
    • 6 MNEMOSYNE cognitive subsystems; plan learning, belief aggregation, reward models; 2 Rust crates.
    • Neural architecture search + metacognitive introspection engine.
    • Hypothesis testing, multimodal perception, spatial/belief reasoning, plan executor, MCTS.
    • Integration test harness (8/8 pass), temporal reasoning, memory reward model.
    • Lean4 proof system + chronos debugger + Python tests.
    • P2P subsystems + mental models + synthesis + gRPC proto.
    • E2E cognitive loop tests — 16/16 passing.
    • Database schemas, Docker stack, shared infrastructure.
    • Safety monitor, multimodal fusion, federation, runtime verifier, experience replay, meta-learning.
    • Polyglot expansion — Rust crates, Go services, CRDT/stream infra, plan optimizer.
    • Go mnemosyne/oracle/daedalus services, Python test suites, Lean4 math foundations.
    • Ensemble forecaster, CRDTs, stream processing, plan optimizer, tests, Lean4 category theory.
    • Linear algebra, number theory, temporal/modal logic, abstract interpretation, consensus, hybrid retrieval.
    • Separation logic verification, genetic programming evolution engine.
    • Causal scheduling, belief aggregation, fault tolerance.
    • Type theory, resource scheduler, ontology, physics, NAS, BFT.
    • Robotic control, constraint solver, crypto primitives.
    • Signal processing DSP engine + advanced model checker.
    • Cognitive attention system + episodic memory.
    • Analogical reasoning + temporal abstraction.
    • NLU pipeline, reinforcement learning, federated learning engines.
    • Information theory, game theory, HTN planning, grammar engines.
    • Graph algorithms library + automated theorem prover.
    • AEGIS AI alignment verification engine.
    • NEXUS Bayesian network engine (exact + approximate inference).
    • Optimization engine, program synthesis, causal reasoning.
    • Text analysis, knowledge graph, computer vision engines.
    • Oracle-net distributed systems engine.
    • Shared numerical methods engine.
    • ATLAS spatial reasoning with computational geometry.
    • LOGOS abstract algebra, category theory, type theory (HM inference, dependent types, algebraic effects).
    • CHRONOS temporal reasoning and scheduling engine.
    • Massive expansion — 29 K lines across 19 files.
    • Adversarial robustness, process algebra, automata theory.
    • Decision theory + NLU engines for ATLAS and AEGIS.
    • Hoare logic, conceptual spaces, multi-agent coordination (8.7 K lines).
    • Probabilistic programming (distributions, MCMC, VI).
    • Comprehensive optimization (simplex, L-BFGS, NSGA-II, GA, DE, SA, CSP).
    • Control theory (PID/LQR/Kalman/MPC/UKF) + network security (IDS/PKI/STRIDE/CVSS).
    • Real-time scheduler (EDF/RM/LLF/DVFS) + genetic programming (symbolic regression / NSGA-II) + fuzzy logic (Mamdani/Sugeno/ANFIS).
    • Workflow/saga engine + topology engine (persistent homology, TDA, Betti numbers).
    • Theorem prover (DPLL/CDCL/tableaux/resolution) + physics sim (rigid body/SPH) + federated learning (FedAvg/DP/secure agg) + memory consolidation (hippocampal replay/SWS/EWC).
    • Persistent data structures (vector/HAMT/RB-tree/skip-list) + theory of mind (BDI/false belief/deception/perspective taking).
    • MapReduce + stream processing — windowing, DAG execution, back pressure, fault tolerance.
    • Uncertainty estimation (Bayesian/conformal/OOD/calibration) + machine translation (BPE/IBM-1/phrase-based/BLEU).
    • Moral reasoning (util/deontology/virtue/fairness) + self-debugging (delta debugging/SBFL/invariants) + alignment (constitutional AI/guardrails/OOD).
    • Ecology simulator + epidemiological models for ATLAS.
    • MCTS planner for CHRONOS.
    • Symbolic execution, secure MPC, code metrics.
    • 13 PROMETHEUS engines — measure theory, learned indexes, ontology alignment, cross-modal attention, org simulation, benchmarks.
    • Temporal logic engine + RPC/protobuf framework.
    • Hippocampal replay engine for NEXUS — PER, HER, reverse replay, Dyna planning.
    • AEGIS embodied simulation + formal security verification (module complete 9/9).
  • [THOR] Polyglot final expansions — Rust oracle-crypto (OT, elliptic curves, accumulators), Rust NAPI (time series, neural nets, SMT, crypto primitives), Python chronos_ml / daedalus_ml / mnemosyne extensions / oracle_ml (knowledge trading, collective learning), Lean4 linear types.
  • [THOR] Test suites: 78 → 701 → 837 → 857 → 961 → 1,040 → 1,052 tests, all green.
  • [THOR] Close 5 critical PROMETHEUS gaps — Ultron hooks, LOGOS quickVerify, DAEDALUS trajectory, DB migration, proof signing.
  • [THOR] Close 6 PROMETHEUS integration gaps — P2P handlers, cognitive daemon hooks, HE bus wiring.
  • [THOR] LOGOS P2P proof-method names + CHRONOS peer-plan template wrapping, 15/15 integration tests pass.
  • [THOR] Distributed PROMETHEUS wiring — P2P push, HE knowledge extraction, blockchain finality.
  • [THOR] Cognitive daemon — always-on observation loop, KuzuDB knowledge graph, data-driven triggers.
  • [THOR] Thor Doctor + P2P Network Intelligence (3,198 L, 7 files).
  • [THOR] Demand-driven HuggingFace bridge + OpenRouter cross-reference seeder.
  • [THOR] Model registry + content moderation + browser peer (HuggingFace replacement).
  • [THOR] PROMETHEUS P2P bridge layer — 7 modules (5,068 L).
  • [THOR] PROMETHEUS P2P complete stack — 25,666 L, 33 files, 37 tests passing.
  • [THOR] Complete P2P routing layer — 9 modules, simulation framework, stack mount.
  • [THOR] Transport layer, QoS, stream mux, DHT storage, peer identity — P2P at 58 K lines.
  • [THOR] P2P active coordination layer — reactive gossip, task delegation, distributed cron; content policy enforcement for torrent layer.
  • [THOR] CLI P2P default-on + torrent layer in hyperspace start.
  • [THOR] Close scaffolding gaps — real hashing, pull command, signaling, binary transfer.
  • [THOR] 7 channel extensions: Matrix, Mattermost, Nostr, Nextcloud, Synology, Tlon, Zalo.
  • [THOR] Unify Chrome extension + Local VM sandbox (Layer 3) + CLI vm command.
  • [THOR] Close 4 OpenClaw gaps + enhance install UX.
  • [THOR] Migrate PROMETHEUS to PostgreSQL schema namespace.
  • [THOR] Fractal: eliminate monkey-patch concurrency bug + scope convoys by userId.
  • [THOR] Wire Chronos GFlowNet plan sampling to Python bridge; PROMETHEUS polyglot bridges end-to-end; 12 wiring integration tests (1,052 total, green).

Engineering update — 11 Thor

Show full shiplog
  • [THOR] Wire 9 unwired services + 7 P2P CLI commands + integration audit.
  • [THOR] MLX interactive chat mode with persistent engine and conversation history.
  • [THOR] Google Workspace CLI integration (gws binary wrapper + 13 tools). Fully integrate gws — 107 skills imported, MCP server wired.
  • [THOR] Shard inference engine + autoregressive ring loop for real distributed inference.
  • [THOR] Thor Web SDK — user-carried AGI for any website (MetaMask for AI).
  • [THOR] Intelligent delegation framework — 6 protocols from DeepMind paper; wire delegation framework P1–P6 into live orchestration.
  • [THOR] Browser tab distributed inference — BroadcastChannel shard transport.
  • [THOR] PROMETHEUS module kickoffs:
    • NEXUS integration kernel (Phase 1A).
    • MNEMOSYNE cognitive memory (Phase 1E).
    • ATLAS world-model engine (Phase 2).
    • CHRONOS temporal planning (34 files, 54 tests).
    • LOGOS formal verification (33 files, 10,981 lines, 88 tests).
    • DAEDALUS self-improvement (45 files, 22,459 lines, 62 tests).
    • ORACLE-NET collective intelligence (21 files, 11,983 lines).
    • AEGIS grounding & perception (18 files, 8,243 lines).
  • [THOR] Wire browser-tab distributed inference into UI, backend, dashboard.
  • [THOR] Wire federated training into CLI NodeManager — DPO + GPU worker.
  • [THOR] PROMETHEUS module registrar + integration wiring + 20-test integration suite; polyglot build infra + DB schema + CI; wire PROMETHEUS into Thor backend, pipeline, Queen, learning loop.

Engineering update — 15 Thor · 6 Chain

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  • [THOR] PROMETHEUS cognitive substrate kickoff — MLX engine wired into hyperspace infer, wire Matrix-2 semantic search into Market discovery, SemanticWebCache (Webfurl-inspired DOM compression + P2P, 8,890 L), reverse-apply flow + blockchain escrow bridge for The Market, DOMChunker + 55-test SWC suite.
  • [THOR] Electron desktop-app control via CDP — IronmanAgent drives Discord, VS Code, Figma; Electron detector + controller + UI panel + CLI.
  • [THOR] Wire SWC P2P service into CLI NodeManager; hyperspace swc command.
  • [THOR] Wire llmfit hardware-fit data into Thor backend + CLI models.
  • [THOR] CLI gap fixes — computer-use, mobile, badge, keepalive, rate-limiting.
  • [THOR] Dynamic CLI port, URL validation, manual WS reconnect button.
  • [THOR] Wire MLX engine into hyperspace CLI models command.
  • [THOR] Phase A+B complete, Phase C partial, D1a browser engine.
  • [THOR] Phase C completion — GPU kernels, tensor contributor, DAO governance, PoI proofs; C5 Hierarchical Consensus participant (1,065 LOC).
  • [THOR] Daemon _daemon-loop command + ThorClient request timeouts.
  • [THOR] Phase D complete — Zero-Install Consumer Access (22,725 LOC).
  • [THOR] Phase E complete + Phase F/G partial — SDKs, tests, dashboard, enterprise; batches 2–4 add enterprise, observability, billing, deploy toolkit, Grafana, simulation, RBAC, privacy, upgrade orchestrator, quota enforcer, incident response (~36 K LOC).
  • [THOR] G4 — migration runner, model updater, feature flags (3,357 LOC).
  • [THOR] E3 complete — comprehensive intelligence test suite (5,534 LOC); 112 classification test cases, ODIN tier coverage.
  • [THOR] Bifrost browser-first routing — deep integration across core orchestration.
  • [CHAIN] C6 Proof-of-Intelligence verifier pipeline (1,256 LOC).
  • [CHAIN] AGI blockchain infrastructure — Phase B+C contracts + consensus.
  • [CHAIN] TheMarket master contract + CommitmentPool SLA staking (2,024 L Solidity).
  • [CHAIN] UTXO E2E test rewrite, deadlock fix, gnark verifier witness fix.
  • [CHAIN] Canonicalize MiMC inputs mod BN254 scalar field.
  • [CHAIN] Comprehensive website cleanup (stats, codenames, CSS, dead links).
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Thank you for coming out to the AgenticOS keynote. Full house on a weekday morning in SF! 

We stitched together the MOST ambitious vision a
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this is th
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All integrated in one spatial
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Everything comes together in the Hyperspace Agentic Browser. 

One, AI-native interface: the Spatial UI. 

Here is a demo showing using the
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The whole world is converging to this vision, which was rooted in UX - rejection of one-big-closed thing while embracing the network

- Agen
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“…at Shack15, surrounded by another group of passionate builders and
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It is going to
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On December 19th, 2024, we announced the world’s first Agentic Browser. What followed wa
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The Agentic Browser Summit, tonight in San Francisco at Shack 15. 

Fireside Q&A with Robert Scoble
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The Agentic Browser Summit, tonight in San Francisco at Shack 15.
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The Agentic Browser Summit, tonight in San Francisco at Shack 15.
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Shack15, San Francisco
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People from over
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Almost 90,000 nodes connected currently, out of ~350k nodes ever r
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agentic browser, by hyperspace

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I am a time-traveler from 2030. The rapid industrialization of AI in the mid-2020s has fundamentally transformed our society. A peak into ou
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delivering on every aspect of this story from the future

a blockchain which can settle millions of $0.001 micropayments between agents is a
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