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GitHub (skyhook-io/radar) ·

Radar 1.19 lets you ask a question to start a Kubernetes AI investigation with your own Claude Code or Codex

Released Oct 29 alongside its Product Hunt launch, the open-source Kubernetes UI now starts read-only root-cause investigations from a typed question or the Home cluster card, driving your local Claude Code, Codex, Cursor or OpenCode CLI with no API key or account (radar diagnose). Its built-in MCP server also works with any agent, and radar --mcp-read-only hides the write tools (docs).

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Microsoft's open-source TokenEconomizer plugin cuts Claude Code and Codex costs by learning from past sessions

The Apache 2.0 plugin from Microsoft Research and UC Berkeley works with Claude Code, Codex, Copilot CLI and Pi: it prunes tools a repo never uses, redirects turns stuck in failure loops, and can optionally inject learned repo facts, cutting mean SWE Bench cost 18.4–30.9% in the paper's runs. It needs Python 3.10+ and no API key of its own, and everything it learns stays in /.tokeneconomizer (MarkTechPost)…

GitHub (microsoft/TokenEconomizer)

Draw Things devs launch Local Code, an open-source Mac agent that runs local models inside Apple's App Sandbox

Out of beta since Oct 30, the free app bundles an inference engine, a browser and tools like Python, Node, ffmpeg and LibreOffice, so it can build decks, analyze spreadsheets and browse sites without full disk access, running Qwen 3.8 27B on 16GB Macs or larger DeepSeek models. Cloud models are optional via your own API key or credits from $9.99, and the code is on GitHub…

MacRumors

Flatbread turns a Claude Code, Codex or Cursor session into one shareable link another agent can pull

Run npm install g flatbread cli && flatbread setup , then tell your agent "share this run" or run flatbread share : a local review page on 127.0.0.1 shows the prompts, steps, failures and diff with keys and passwords already redacted, and nothing uploads until you pick Private, Unlisted or Public and confirm. Anyone can then flatbread pull the run so their own agent starts from where it ended, though Flatbread warns that its secret redaction only catches known patterns…

Flatbread Docs

Vercel Firewall can now block AI training crawlers while still letting AI assistants fetch your pages

Since Oct 29, the AI Bots managed ruleset on all plans takes a separate Log or Deny action for AI crawlers (training bots like GPTBot and ClaudeBot) and AI assistants (fetchers like ChatGPT User and PerplexityBot), set under Security Firewall Rules or with vercel firewall rules edit ai bots category ai crawlers action deny . Check bots.fyi first, since Applebot sits in the crawler bucket too…

Vercel Changelog

Cloudflare's Agents SDK now loads skills as SKILL.md files the agent can write itself, no deploy needed

Since Oct 29 (Agents SDK v0.32.0, Think v0.23.0), a folder with a SKILL.md dropped into /workspace/.agents/skills/ , an R2 bucket or code is picked up on the agent's next turn, checked against the open Agent Skills spec, and usable from Think, Pi Durable or the AI SDK. It's experimental and breaking: SkillRegistry , the agents:skills Vite import and agents/skills/compile are gone…

Cloudflare Changelog

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