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Paul Desai
Paul Desai

Posted on • Originally published at activemirror.ai

Build Log — March 13, 2026

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  • Legacy LaunchAgent Bounded Healer (/Users/mirror-admin/.mirrordna/scripts/launchagent_health_gate.py) — Added cooldown, quarantine, and bootstrap fallback plus healed the Kavach ownership/port conflict and hardened legacy automation recovery. SHIPPED 2026-03-13
  • Multi-Model Spawning (line 383) — Spawns agents with Claude/Groq/Gemini/DeepSeek/Mistral/Ollama via spawn_agent() + model field in task schema. SHIPPED 2026-02-14
  • Output Chaining (line 197) — inject_dependency_results() injects batch N results into batch N+1 prompts. Truncates at 2000 chars. SHIPPED 2026-02-14
  • Dynamic Child Spawning (line 430) — SpawnWatcher thread polls /tmp/mirrorswarm/spawn_requests/ for child agent JSON. Children inherit 50% parent budget. SHIPPED 2026-02-14
  • Run Memory (line 228) — save_run_history()/load_run_history()/build_history_preamble() persist last 3 runs to ~/.mirrordna/swarm/history/. SHIPPED 2026-02-14
  • Governance Gate (line 164) — check_governance() POSTs to MirrorBalance :8400/evaluate. ALLOW/ASK/BLOCK. Fails open. SHIPPED 2026-02-14

Recorded live — sovereign AI OS build session. Mac Mini M4 · Ollama · Claude · Python · Cloudflare

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