DoorDash open‑sourced Agentic Orchestrator, a terminal UI that lets a single engineer supervise multi‑step AI coding agents from feature prompt to PR. It adds context building, phased planning, quality gates and parallel worktrees, turning vague requests into reviewable code without manual shepherding. Developers get visibility and control over autonomous coding sessions.
PMB is an open‑source, local‑first memory system that stores decisions, lessons, and project facts in a single SQLite file and injects them into MCP‑aware agents like Claude Code, Cursor, and Codex. By eliminating cloud calls and API keys, it lets agents recall context instantly across restarts, boosting productivity.
Trajeckt adds a runtime firewall that inspects the whole sequence of AI agent actions, preventing multi‑step data exfiltration that per‑action checks miss. It compiles a sealed policy graph, enforces it in ~1.6 ms, and ships a Docker demo that blocks illegal writes while allowing benign reads.