Kyalo460’s MIT AiWatchDog wraps coding agents (watchdog wrap -- …), scores stuckness from weighted signals (no heartbeat, repeated errors, idle process—total silence alone stays under the 60 threshold), and notifies only when you matter. Live demo at aiwatchdog.vercel.app; TypeScript/Python SDKs and a VS Code extension ship with it.
Uber’s engineering blog details a production MCP Registry + Proxy Gateway spanning 800+ servers and 5,000 tools—AutoCrawler generates disabled by default definitions from service IDLs, Omni MCP does on demand discovery, and Code Mode via the aifx CLI is the default path for Claude Code and Cursor…
At Select, Supabase made schema and config repo native with pg delta migrations, Docker free local stacks (alpha), and long running Compute services beside the DB. Apps can also ship an authenticated Edge Function MCP ( npx shadcn@latest add @supabase/mcp server ) so user agents act under RLS as the signed in user…
Dynamic workflows are in public preview across Copilot CLI, the Copilot app, and the SDK: you write (or ask Copilot to write) a coded orchestration that sequences and parallelizes agent steps, checkpoints, and tool calls—unlike /fleet ’s free form delegation. Enable with experimental or /experimental on in CLI; all Copilot plans…
Ace Data Cloud’s Flux MCP ( https://flux.mcp.acedata.cloud/mcp ) adds flux generate image and flux edit image so Claude Code can draft with Flux Dev, refine with Pro, and patch existing images with Kontext without leaving the terminal. Add it via claude mcp add flux transport http with an Ace Data Cloud API token; verify with claude mcp list…
Anthropic opened Claude Security (public beta, Enterprise) at claude.ai/security: Opus 4.7 scans connected GitHub repos for vulns with confidence/severity and proposed patches you can open in Claude Code on the Web. Admins get scheduled scans, CSV/Markdown export, and Slack/Jira webhooks; Team/Max access is coming later…
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