Engineering Blog
Updates, deep dives, and announcements from the Autonomic AI team.
Engineering
2026-06-21
Agent Brain: The Context Engine and Local MCP Router
How agent-brain solves context bloat with filterable HNSW retrieval, durable memory via temporal knowledge graphs, and hook-based enforcement as every organ's information substrate.
Engineering
2026-06-21
Agent Eyes: Visual QA and Observability Through DOM Intelligence
How agent-eyes enables automated visual testing with DOM indexing, screenshot capture, pixel diff analysis, and local LLaVA VLM inference.
Engineering
2026-06-21
Agent Heart: The Background GC Scheduler and Token Budget Gate
How agent-heart keeps the ecosystem healthy with scheduled garbage collection, token budget enforcement, and cron-based maintenance routines.
Security
2026-06-21
Agent Immune: Three-Layer Defense for Autonomous Execution
How agent-immune protects the ecosystem with OSV dependency scanning, seccomp/Firecracker sandboxing, and OOM detection across three defense layers.
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