Loa runs long coding tasks against your own OpenAI-compatible endpoint (Ollama works), building acceptance criteria and a replannable DAG, then rebuilding context from state each step instead of compressing chat history; the author suggests 27B–32B local models. It makes many model calls by design, so skip metered cloud APIs, and use the optional Docker sandbox since host mode runs shell commands with your privileges.
Benzi parses your repo with tree sitter into a resolved map of symbols, call edges, data flow, and inheritance, then has the model query it through 36 structured tools instead of reading raw files; it ships as a VS Code extension, a pip install benzi package, and an MCP server. Its authors report 391/500 on SWE bench Verified with DeepSeek v4 flash at pass@1 for $37.33 total, a self run result that includes a review pass, not just the index…
Curie (Apache 2.0, v0.12.0) takes a Claude Code format plugin bundle (skills, tools, MCP) and runs the same snapshot as a single container, a local Docker Compose stack, or a Kubernetes release, with traces, evals, budgets, and deploys on git push . Slack is the first channel, with email and Teams next; models can be Anthropic, OpenRouter, or local Ollama, and curie try gets a first reply without credentials…
Pizza Bot (Apache 2.0, a community project rather than an AWS service) runs scheduled or webhook triggered agent work in the background, delegates to specialist agents, and pauses in an Action queue for your approval before consequential steps. It supports multiple model providers, MCP servers, and Agent Skills, and keeps threads, checkpoints, and logs in a local folder with credentials in the OS secret store…
ChatGPT's new Code Review plugin lets Codex read and help review GitHub PRs (GitLab MRs in preview), but anything typed in the Summary or Changes panes goes live on the PR immediately, before you hit Submit review. Keep drafts in chat, and check the model's file and line references before posting…
Lovable found an unauthenticated reflected XSS (GHSA qx66 fv34 fjm8) in TanStack Start server functions: a crafted link runs attacker JS on your app's origin with the visitor's access, affecting versions from 1.143.12. Upgrade to @tanstack/react start 1.168.60+ (or start server core 1.169.39+) and redeploy, since a local update alone doesn't patch a live app…
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