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Agents2026-08-20 · source-backed
Also: stored agents from the Agents API can run with durable: true with no redeploy, @mastra/rag gained serialize()/GraphRAG.deserialize() so knowledge graphs survive restarts, and sandboxes advertise supportsCheckpoints with filesystem-backed snapshots. (GitHub) A day earlier, Mastra shipped per-user, per-resource authorization across routes, agents, workflows, tools, memory and MCP servers, which is the piece most agent frameworks still punt to the application layer. (Mastra)
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Cloudflare's framework for stateful AI agents on Durable Objects. Agents get persistent state, storage, lifecycle with MCP support, scheduling, and real-time communication. Agents hibernate when idle and wake on demand — costing nothing inactive. You can run millions: one per...
The TypeScript framework added a v1 ToolProvider runtime for managing OAuth-backed connections, @mastra/mysql as a first-class storage backend, and a VercelMicroVMSandbox built on ephemeral Firecracker microVMs (GitHub). The MicroVM sandbox is the standout. Per-session isolate...
Mastra (26.6k stars) announced a system where specialized agents triage issues, write and validate code, cut releases, update docs and monitor production, connected to GitHub, Linear and Slack. Install is npm create factory. Adopt it or don't, but the design point transfers: e...
Anthropic invented a file convention. It's now shipping GA inside a competitor's product. Nobody wrote a spec, nobody held a standards meeting, it just happened. On July 29, GitHub made agent skills and MCP server support generally available in Copilot code review for all Pro,...
Persistent memory compression for Claude Code via ChromaDB vector-backed hybrid search. Ships as MCP server with web viewer. Progressive disclosure layers context retrieval. The local-first answer to Claude Import Memory. GitHub
9-layer scanner pipeline: DLP, prompt injection, SSRF, MCP tool poisoning detection. Zero code changes, drop-in proxy for Claude Code, Cursor, OpenAI Agents SDK. (GitHub)
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