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Infra2026-08-09 · source-backed
2,761 stars, Apache-2.0, Go, pushed August 9. It describes itself as the missing open-source Kubernetes UI with a built-in MCP server, surfacing what's broken, why, and what changed across kubectl, Helm, ArgoCD, and FluxCD. The packaging choice is what I'd copy: rather than publishing a standalone kubernetes-mcp binary that agents point at, the MCP surface ships inside the dashboard, so the human UI and the agent interface read the same cluster state through one process. No drift between what you see and what the agent sees. Expect more infra tools to follow.
Each link below shares sources, entities, or timing with this story.
Three moves, two days, no coordination between them. August 10–11: GitHub shipped Ollama as a BYOK provider inside Copilot for JetBrains (GitHub Changelog). Unsloth released Unsloth Desktop with a command literally named unsloth start claude, which points Claude Code and Codex...
AWS announced and open-sourced Kiro Crew on August 4, Apache-2.0. It's a persistent multi-agent development workspace that coordinates coding agents across repositories, tools, and sessions rather than inside a single chat. Persistent memory. Scheduling via cron and webhooks....
A spec is a press release until someone who didn't write it implements it. GitHub made Agent Plugins 1.0 generally available on August 12 across VS Code, Copilot CLI, the Copilot SDK, and the Copilot app on all plans. The spec, published August 6, was co-authored by AWS, Anysp...
Triple-stream retrieval (BM25 keyword, vector embeddings, knowledge-graph traversal) fused via Reciprocal Rank Fusion on the iii engine, with SQLite for state and an in-memory vector index, no external database. The economic claim: ~170K tokens/year (~$10) versus ~650K tokens...
Frontier labs publish demos. This one published the thing they actually page. Anthropic's August 18 writeup describes Claude Tag running as the first responder for CI failures inside the company. Dedicated service account. MCP connectors to Datadog, Grafana, PagerDuty, GitHub...
PR #26062, "server: support MCP stdio," by ngxson, merged into ggml-org/llama.cpp on July 25 (r/LocalLLaMA). It landed alongside #26061 (vendored subprocess.h, merged July 24) and pwilkin's #26075 integration-and-tests PR. Until now, llama-server's web UI could only talk to MC...
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