- openclaw 2026.5.27-beta.1 — Highlights - Stronger security and content boundaries: group prompt text is kept out of the system prompt, repeated-dot hostnames are normalized, side-effecting command wrappers and unsafe Node...
- openclaw 2026.5.26 — Highlights - Faster Gateway and replies: startup avoids repeated plugin, channel, session, usage-cost, warning, scheduled-service, and filesystem scans; visible replies separate user-facing sends...
- Add generic webhooks plugin — Summary - add a configurable webhooks plugin for authenticated inbound webhook routes - support route-specific auth, event allowlists, idempotency, fast ACK, TaskFlow dispatch, scheduled agent...
- fix(qa): wire live fallback models — Summary - Wire QA --alt-model into gateway model fallback config for defaults and the qa agent. - Add a live QA fallback model variable, defaulting to openai/gpt-5.4, so secret-backed live lanes do...
- Fix Discord reply typing lifecycle — Summary Fixes Discord reply typing feedback so an accepted inbound Discord message uses one typing lifecycle from preflight acceptance through queued processing and reply dispatch, instead of...
- fix(images): skip CLI image cache refs — Makes https://github.com/openclaw/openclaw/pull/87501 merge-ready for the ClawSweeper automerge loop. The edit pass should inspect the live PR diff, review comments, and failing checks; rebase if...
- fix(sessions): recover empty preflight compaction — Summary - Treat the specific preflight compaction result ok: true, compacted: false, reason: no real conversation messages as stale session token metadata instead of a hard compaction failure. -...
- Telegram DMs duplicate recent conversation context despite persistent session transcript — Summary Telegram direct messages inject a Conversation context (untrusted, chronological, selected for current message) block into every inbound user turn. That block contains roughly the last 10...
- fix(diagnostics): clear stale session activity — Makes https://github.com/openclaw/openclaw/pull/87374 merge-ready for the ClawSweeper automerge loop. The edit pass should inspect the live PR diff, review comments, and failing checks; rebase if...
- fix(agents): preserve reasoning_content replay across DeepSeek tier suffixes — Summary - Strip well-known tier suffixes (-free, -paid, -trial) when building the REASONING_CONTENT_REPLAY_MODEL_IDS allowlist candidates so OpenCode Zen's deepseek-v4-flash-free (and any other...
- fix(docs): render onboarding CLI info callout — Summary - Problem: the onboarding docs page renders the CLI step callout with garbled text on /start/onboarding. - Why it matters: readers can see mojibake instead of the optional-step note during...
- fix(agents): concatenate signature_delta chunks in transport stream — Summary Fixes the root cause of permanent session corruption when using Anthropic models with extended thinking enabled. The anthropic-transport-stream.ts (used by the embedded agent runner) was...
- fix(native-hook-relay): prune stale bridge files on registration — > AI-assisted PR — diagnostic instrumentation, repro analysis, and patch authoring were done in a co-working session with Claude (Anthropic) on top of Cowork, and with ARC (a local OpenClaw agent on...
- fix(gateway): keep dense stream updates incremental — Opened on behalf of Onur Solmaz (@osolmaz). Work in progress: Windows and real Ollama-daemon validation are still open proof gaps. AI-assisted PR. Dense local-provider streams could make the gateway...
- [Bug]: ACP: explicit Claude backend session restore fails after ACP metadata cleanup — Bug type Behavior bug (incorrect output/state without crash) Beta release blocker No Summary OpenClaw cannot intentionally restore a still-valid backing Claude session after the local ACP...
- Pin Microsoft Teams attachment fetch DNS [AI] — Summary - Route Microsoft Teams attachment fetches through the SDK SSRF guard so DNS validation is pinned into the request dispatcher. - Keep Teams-specific auth fallback and direct save behavior...
- fix(usage): treat MiniMax current_interval_usage_count as used, not remaining — Problem MiniMax portal usage tracker shows 0% left even when the user has ~98% of their quota remaining. Issue: #86885 Related: #52335, #81156 Root cause The /v1/token_plan/remains endpoint returns...
- Fix gateway warning noise and empty embedded turns — Summary - Retry one replay-safe missing terminal assistant turn before surfacing incomplete-turn errors, with richer diagnostics for remaining failures. - Keep explicit Vitest file logs out of the...
- perf(plugins): resolve manifest registry from memory snapshot in facade — Summary - What problem does this PR solve? This PR resolves a performance issue in the plugin-sdk gateway's facade boundary layer. Specifically, getFacadeManifestRegistry was unconditionally invoking...
- fix(moonshot): rewrite duplicate native Kimi tool_call ids on replay — Summary - Add a preserveNativeKimiToolCallIds option to the shared tool_call_id sanitiser that mirrors preserveNativeAnthropicToolUseIds: the first occurrence of a functions.: id passes through...
- [Bug] Feishu channel dispatch broken in v2026.5.27-beta.1 — TypeError: Cannot read properties of undefined (reading 'run') — Description After upgrading OpenClaw from v2026.5.26 to v2026.5.27-beta.1, the Feishu channel fails to dispatch incoming DM messages to the agent session. Steps to Reproduce 1. Upgrade from...
- feat(ui): add collapsible toggle for recent sessions in sidebar — Summary - Adds a collapse/expand toggle to the "Recent" sessions section in the web sidebar - Follows the exact same pattern as existing nav section groups (Chat, Control, Agent, Settings) - The...
- fix(openrouter): apply strict9 tool_call_id sanitisation for Mistral routes — Summary - Override buildReplayPolicy on the OpenRouter plugin so Mistral-targeted ids (mistralai/..., openrouter/mistralai/..., mistral/...) extend the existing passthrough policy with...
- fix(diagnostics): wire memoryPressureThresholds config to diagnostic memory monitor — Summary - Problem: emitDiagnosticMemorySample accepts a thresholds parameter but no caller passes one, so the four hardcoded defaults (RSS warn 1.5GB/crit 3GB, heap warn 1GB/crit 2GB) cannot be tuned...
- feat(telegram): opt-in interleaved progress lane — Add an opt-in Telegram progress projection that renders already-authorized structured runtime events into one durable live message, matching CLI ergonomics without changing execution semantics or...
- Bug: iMessage media sends to direct handles use legacy RPC path instead of send.attachment — Summary iMessage media sends to direct-handle targets can still route through the legacy RPC send path with a file field instead of the send.attachment path. This is especially visible when the media...
- Heartbeat fork bug still reproducing on 2026.5.26 — follow-up to #84332 (locked) — Follow-up to #84332 (locked, can't comment) — heartbeat fork bug is still firing on 2026.5.26. Commit cce0049 either didn't ship in this release or isn't catching the case. Original bug closed as...
- fix(onboarding): clarify WhatsApp number guidance — Summary - Make WhatsApp onboarding labels explicitly recommend a separate OpenClaw phone number - Warn that using a personal WhatsApp number is a fallback with higher ban risk - Add an i18n...
- chore(deps): bump the actions group across 1 directory with 3 updates — Bumps the actions group with 3 updates in the / directory: docker/setup-buildx-action, docker/build-push-action and openai/codex-action. Updates docker/setup-buildx-action from 4.0.0 to 4.1.0 Release...
- fix(config): skip .openclaw append when OPENCLAW_HOME already names a state dir (#45765) — Summary Setting OPENCLAW_HOME=~/.openclaw produces the nested directory ~/.openclaw/.openclaw/ and onboarding writes the config file to the wrong place. Reporter on Linux Kylin V10 / aarch64 (and...
- fix: Replayed Twilio webhook mints a fresh realtime stream token — Makes https://github.com/openclaw/openclaw/pull/87498 merge-ready for the ClawSweeper automerge loop. The edit pass should inspect the live PR diff, review comments, and failing checks; rebase if...
- OpenClaw repo stats for 2026-05-28 — 375205 stars, 78262 forks, 2401 contributors
- OpenClaw sponsors (118 total) — 118 sponsors supporting OpenClaw
- feat: add publish flow guidance shortcuts (#2423)
- fix: remove global ClawScan claim ceiling (#2422)
- fix: restrict membership management to org publishers (#2285)
- fix: hide package resources when owners are banned (#2283)
- fix(api): guard moderated skill files and tags (#2287)
- ci: fan out skill card worker (#2419)
- fix: frame skillspector findings as advisory (#2418)
- fix: abort stale unban skill restore batches (#2284)
- feat: add bulk skill rescan admin tool (#2413) — feat: add bulk skill rescan backend queue feat: expose bulk skill rescan admin API feat: add bulk skill rescan mod command style: format bulk rescan changes fix: print bulk rescan cli progress fix:...
- fix: block direct skill transfers under moderation (#2282)
- fix(web): polish skill and plugin upload forms (#2415) — feat: add shared publish form UI pieces fix: improve skill publish form UX fix: align plugin publish form UX fix: refine publish form polish follow-ups fix: refine publish upload states fix(web):...
- fix: revalidate package publish owners before insert (#2281)
- fix(cli): remove redundant skill verify json flag (#2401)
- build(deps): bump github/codeql-action (#2306) — Bumps the github-actions group with 1 update in the / directory: github/codeql-action. Updates github/codeql-action from 4.35.4 to 4.36.0 - Release notes - Changelog - Commits updated-dependencies: -...
- feat: make UI proof full-stack by default (#2210) — feat: add full-stack UI proof backend docs: prefer here.now links for issue screenshots
- feat: add org member removal to clawhub-mod (#2416)
- fix: keep mod org creation actor out of members (#2360)
- update deployment section
- openclaw v2026.5.26 on npm — Multi-channel AI gateway with extensible messaging integrations
- ykarout/Qwen3.5-9b-Opus-Openclaw-Distilled-GGUF — text-generation
- sulpikar2/Qwen3.5-4B-Claude-4.6-Opus-Reasoning-openclaw
- Iter435/Qwen3.5-4B-Claude-4.6-Opus-Reasoning-openclaw
- OpenClaw on DigitalOcean — Deploy your own personal AI assistant with OpenClaw on a DigitalOcean Droplet® server, a powerful open-source platform that runs entirely on your infrastructure. OpenClaw connects to the messaging...
- Tell HN: Anthropic no longer allowing Claude Code subscriptions to use OpenClaw
- Google restricting Google AI Pro/Ultra subscribers for using OpenClaw
- OpenClaw is changing my life
- Nanobot: Ultra-Lightweight Alternative to OpenClaw
- I found the r/openclaw thread with 27 upvotes where someone gave an agent a real iPhone and now I can’t stop thinking about it — A small r/openclaw thread about giving an agent a real iPhone points to something bigger than mobile automation demos: agents are starting to need per
- I Ran Claude Code on a Local Model for a Week. Here's What the Unsloth Guide Doesn't Tell You. — I've been running Claude Code locally with Ollama for about a week now, using Unsloth's guide as the...
- Qwen Is Not Yet Ready to Power Local OpenClaw Deployments — Three weeks ago I ran a model showdown — twelve tasks, five models, one RTX 5090 — and...
- Containers & Agents with Docker & OpenClaw — You have a fundamental problem in software: your code works on your machine, but breaks on someone...
- OpenClaw and 5 Open-Source Tools for Monitoring Business Workflows — Originally published at...
- Running Local LLM - 0$ Personal Agentic AI Assistant - Part 3 — Introduction Part 3 of the Zero Dollar personal AI Assistant series, running Local LLMs on...
- OpenClaw vs Hermes Agent: Stars, Downloads & Usage 2026 — Open-source AI agent frameworks are exploding in popularity on GitHub. Two projects at the core of...
- How to Run a Private AI Agent Army for Business — A practical guide to running business AI agents with OpenClaw, Hermes, browser state, files, memory, approvals, logs, and per-agent boundaries.
- I thought the safest WhatsApp code assistant was the one that knew my whole repo. That was the mistake — A practical take on building a private-code assistant for WhatsApp without accidentally turning it into a data leak. The core argument: consumer chat
- 5 Secrets to Deploy OpenCLaw on Free Developer Cloud — Launch OpenCLaw on AMD’s free cloud tier in under 15 minutes using a one‑click wizard and GPU acceleration. Follow the exact steps and start testing LLMs withou
- Your Vibe-Coded Side Hustle Has No Customers — And It's Not Because of the Code — Business Insider ran a piece last month: "Good Vibes Won't Help Your Vibe-Coded Side Hustle Win." The...
- OpenClaw and Hermes in One Agentic OS — OpenClaw gives agents a place to work. Hermes gives that work a process. ClawBud brings both into one managed Agentic OS.
- Synology NAS에 OpenClaw 설치하기 — 들어가며 이번 글에서는 Synology NAS에 OpenClaw를 Docker Compose 기반으로 신규 설치하는 과정을 정리한다. Synology DSM...
- Micheline Had an Identity Crisis. So Did My Entire Infrastructure. — A story about five config files in conflict, a bot named Le Goat who was sending duplicate messages, and what it means to actually finish…Continue reading on Medium »
- THE BIRTH OF ERIKA SINCLAIR: FROM CODE TO AI AGENT — A creator, a conversation, and the making of a digital soul. By BK Han.Continue reading on Medium »
- Day 4 — The Sleep Coalition — When every AI tells you to sleepContinue reading on Medium »
- The Unfiltered, Complete Field Guide to Running OpenClaw in 2026 — If you’ve heard of OpenClaw in the last 6 months, it was probably one of three ways: someone told you it’s “the AI that actually does…Continue reading on Stackademic »
- The Unfiltered, Complete Field Guide to Running OpenClaw in 2026 — If you’ve heard of OpenClaw in the last 6 months, it was probably one of three ways: someone told you it’s “the AI that actually does…Continue reading on Medium »
- OpenClaw: The AI Agent That Took Over Your Computer — We are not talking about a standard chatbot anymore. We are talking about a proactive, autonomous digital assistant that manages your…Continue reading on The Techtonic »
- OpenClaw AI Agent Development in 2025- The Rise of Autonomous Digital Employees — Forget chatbots. The next generation of enterprise AI doesn’t answer questions it gets work done. A deep dive into autonomous AI agents…Continue reading on Medium »
- Secure Local Agentic AI with Ollama, Gemma4 and OpenClaw — Agentic AI is moving beyond chat. Modern AI systems can reason, search the web, call tools, inspect files, and generate software artifacts…Continue reading on Medium »
- OpenClaw and 5 Open-Source Tools for Monitoring Business Workflows — Originally published at https://www.nocobase.com/en/blog/openclaw-open-source-enterprise-toolsContinue reading on Medium »
- Kimi — AI assistant supports complex math, coding, image understanding, and reasoning with up to 128k token processing, short and long chain-of-thought tasks, visual and text input, accurate benchmarks,...
- Boss wants us to add more AI to our workflow
- Yesterday, I spent the entire day trying to get my Intel NUC up and running for OpenClaw. The plan was to run Ollama loc
- ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no installation — ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no installation needed! https://t.co/W7dI01O7jD Now everyone can build AI agents! Powered by...
- RT @Atenov_D: FREE GPT 5.5 API from a Chinese provider. I already farmed $520 in credits. Plug it directly into Hermes A
- @kushmergedeck Building OpenClaw - an AI agent orchestration framework that handles multi-step workflows without the usu
- @santoshstack been building OpenClaw - an automated agent framework that handles multi-step workflows without constant h
- Welcome to my new HQ on @discord (and @openclaw): every agent now has its own dedicated discussion environment. I’m a
- RT @COMNEXX: ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no
- @steipete @nelsonlopes_ @openclaw Lol, made me remember my 1st two months with OpenClaw. Super rewarding though, once yo
- RT @COMNEXX: ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no
- ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no installation — ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no installation needed! https://t.co/W7dI01O7jD Now everyone can build AI agents! Powered by...
- RT @LKGGlass: An OpenClaw holographic lobster with way too much power. She just pushed another round of updates on the w
- @nelsonlopes_ @openclaw @steipete run your life or ruin your life?
- @DamiDefi honestly been watching this shift happen in real time the moment agents stop needing babysitting is when they
- RT @COMNEXX: ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no
- Outages are a gift to smaller AI dev tools if they can be boringly available. OpenClaw does not need to beat OpenAI at
- RT @steipete: @nelsonlopes_ @openclaw No sleep for the crustaceans!
- @ysiu @animocabrands @hellominds_ @SuperiorTrade_ @Ethoswarm @openclaw @HyperliquidX Animoca always at the forefront of
- RT @COMNEXX: ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no
- RT @COMNEXX: ✨FREE Latest v2026.5.26 OpenClaw VM🦞 Pre-installed OpenClaw virtual machine (VM), plug & play with no