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This release adds 2 notable features for engineering teams evaluating rollout.

Published 2mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →

✓ No known CVEs patched in this version

Topics

agent-reliability ai-agents ai-cost-optimization ai-safety amp claude-code
+14 more
codex cursor developer-tools feedback-loop gemini guardrails mcp mcp-server opencode pre-action-checks reduce-llm-cost save-llm-tokens thompson-sampling thumbgate

Summary

AI summary

Always-On Memory service uses Gemini for semantic log consolidation and replaces regex parsing with active analysis.

Full changelog

Agent Development Kit (ADK) Memory Consolidator

  • Always-On Memory: New background service that uses Gemini (Flash-Lite equivalent) to semantically consolidate disparate feedback logs into overarching prevention rules.
  • Continuous Learning: Replaces passive regex-based log parsing with active semantic analysis to bridge the 'Memory Amnesia' gap.
  • Workflow: Includes npm run adk:watch for continuous background consolidation.

Tested and verified via autonomous CTO workflow.

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About IgorGanapolsky/mcp-memory-gateway

Pre-action gates that prevent AI coding agents from repeating known mistakes. Captures explicit feedback, auto-promotes failures into prevention rules, and enforces them via hooks.

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Beta — feedback welcome: [email protected]