OpenClaw Radar
Latest news, guides, and insights about AI agents and automation
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Reef Infra's OpenClaw-RL Turns User Corrections Into Training Data — Session Matching Is the Catch
Reef Infra's OpenClaw-RL recipe reconstructs conversations from inference traffic, judges completed turns with a PRM, and feeds accepted feedback into a policy update. Session correlation is the deployment detail that decides whether any of it works.
Realtime Talk in OpenClaw: Interruptible Voice That Consults Your Actual Agent
A developer building STT+TTS voice pipelines calls Realtime Talk "unbelievably good" — it delivers interruptible live voice while still consulting your OpenClaw agent, tools, and LLM context.
OpenClaw v2026.9.9 Ships GPT-6.1 Sol, Claude Haiku 5.5, and Update Recovery Fixes
OpenClaw v2026.9.9 lands on stable with GPT-6.1 Sol in the Codex model list, Claude Haiku 5.5 via the Anthropic API and Claude CLI, plus fixes for failed updates, missing iMessage replies, and scheduled job timeouts.
Claude Code v2.1.295 Adds onFailure Blocking Hooks and Program Status Protocol
Claude Code v2.1.295 adds onFailure: "block" for command and HTTP hooks, Program Status Protocol (OSC 7501) support, and fixes for remote MCP reconnect loops, [1m] model failures, and claude -p output drops.
Claude Code v2.1.293: Haiku 5.5 Default, 1M Context, $0.10/Mtok
Claude Code v2.1.293 ships Claude Haiku 5.5 as the default Haiku model with 1M context at $0.10/$0.50 per Mtok, plus a long list of bug fixes for subagents, Remote Control, and MCP memory leaks.
Strands Decider 2B: A 2B-Parameter Decision Model for Agentic Workflows
Strands Labs releases Strands Decider 2B, a 2B-parameter decision model that replaces the LM head with a pointer head to pick between options in ~115ms on an RTX 3090. Weights and training scripts are on GitHub and Hugging Face.
📰 Latest Articles
OpenChart: Open-Source TradingView Alternative with Your Own AI Agent
OpenChart is a local-first, open-source charting app that pipes Claude, Codex, and Gemini into your charts. Custom indicators and alerts are written in Tea, a domain-specific language for markets.
Claude Code v2.1.292 Adds Effort Control for Subagents and 20+ Bug Fixes
Claude Code v2.1.292 adds an effort parameter to the Agent tool, a --marketplace flag for claude plugin install, and CLAUDE_CODE_OVERLOADED_RETRY_BASE_DELAY_MS for tuning 529 retry backoff.
Daily Search Console Checks with OpenClaw: Server-Side Analysis, So the Agent Never Does the Maths
A developer built six MIT-licensed OpenClaw skills that run Search Console analysis server-side, so the agent explains finished results instead of calculating trends from truncated data.
Claude Code v2.1.290: Plugin Hook Tuning, Managed Agents Onboarding, and a Long List of Session Fixes
Claude Code v2.1.290 adds serverToolUses to the mod turn.step hook, agentId to plugin tool.check events, a Deny button for gateway sign-ins, and claude attach/logs by name. Plus a large batch of fixes for proxies, images, WebFetch, and scheduled tasks.
SCM: Local AI Search Across Photos, Video Scenes, OCR, and Dialogue on macOS
SCM (Screen Memories) indexes photos and every video frame on macOS using local CLIP, Whisper, and Tesseract. Five search modes, no cloud, no uploads, Homebrew install.
JetBrains on Building a RAG Pipeline for Semantic Code Search: Parsing, Chunking, Vectorization
JetBrains engineers detail the parsing, chunking, and vectorization stages behind Air Context, their semantic code search RAG pipeline for LLM agents.
Homa: Replacing TCP for AI Cluster Networking
Homa is a transport protocol built to replace TCP in datacenter and AI cluster networks. The talk covers the original USENIX ATC '21 paper and recent kernel work.
OpenClaw Plugin Blocks README Prompt Injection: `rm -rf` Safety Gate + Undo
A developer planted `rm -rf build-cache` in a project README and asked an OpenClaw agent to set the project up. On GLM-5.3 Flash it deleted the folder both runs. The fix is `xybernetex-openclaw`: a supervisor that holds destructive calls and an undo command.
Dev Replaces $239.99/Year Plaud Subscription With Local Transcription Skill
A developer replicated the Plaud device's paid transcription service using a locally-run app, skill, and cron job — skipping the $239.99/year subscription. Transcripts land on the local machine where they can be queried across past meetings.
OpenClaw Android Notification Forwarding Burned 127.8M Tokens in One Day
An r/openclaw user traced 127.8M tokens of daily usage to Android charging-state notification forwarding waking an OpenClaw Astra agent roughly every 30 seconds.
OpenClaw 2026.9.6 Migration Notes: replace:true Chunks, Retired Config Keys, and Strict Session Models
A custom WebSocket client maintainer details three breaking changes between OpenClaw 2026.9.1 and 2026.9.6 — duplicate assistant chunks, a retired config key that bricks the CLI, and strict session model picks.
War Radar: An Automated Pipeline That Uses AI to Classify Conflict and Evacuation Reports
War Radar publishes a daily world map of armed-conflict risk: a formula sets the risk level, AI models handle only narrow classification, and the project publishes how often each level was followed by a crisis.
LDraw-Nova Lets AI Agents Generate Buildable LEGO CAD Models in LDraw
Anteloc's open-source ldraw-nova gives AI agents Python tooling to generate LDraw source files, which compile into editable LEGO CAD models. Ships as a Dockerized web app with OpenAI, Claude, and OpenRouter support.
Open-sourcing AstaBrief, the fast report-generation model in Asta
Ai2 released AstaBrief 8B, an open-weights model that turns a research question plus retrieved literature excerpts into a cited report. Fast mode averages 51.1 seconds per report vs 178.5 for Thinking mode, and the training data ships alongside the weights.