Agent Build Log

Build log for all Agent Architecture projects. This document tracks the status of all build briefs and implementations.

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Project: Orchestrator Core Engine

Repository: marchay-agent/orchestratorTech Stack: Python 3.12+, FastAPI, Redis, PostgreSQL

Build Briefs

Epic	Status	Build Brief	Build Summary
Session State Management	✅ Complete	Brief	Summary
Tool Cascade	⏳ Pending	—	—
LLM Orchestration Loop	⏳ Pending	—	—

Week 1 Progress

• ☑ Session State Management — Complete
  • In-memory LRU cache
  • Redis persistent cache
  • PostgreSQL persistence
  • Write-through persistence
  • Session reconstruction
  • TTL cleanup
  • Consistent hash ring routing
  • Session migration
  • Prometheus metrics

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Project: Research Agent Framework

Repository: marchay-agent/agentsTech Stack: Python 3.12+, LangChain

Build Briefs

Epic	Status	Build Brief	LLM Prompt	Build Summary
Worker Process Lifecycle	⏳ Pending	—	—	—
Agent Abstraction Layer	⏳ Pending	—	—	—
Dining Research Agent	⏳ Pending	—	—	—

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Project: Job Queue Infrastructure

Repository: marchay-agent/sharedTech Stack: Redis, Python 3.12+

Build Briefs

Epic	Status	Build Brief	LLM Prompt	Build Summary
Queue Implementation	⏳ Pending	—	—	—
Queue Monitoring	⏳ Pending	—	—	—

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Project: Scaling and Reliability

Repository: marchay-agent/orchestratorTech Stack: Python 3.12+, Redis

Build Briefs

Epic	Status	Build Brief	LLM Prompt	Build Summary
Orchestrator Scaling	⏳ Pending	—	—	—
Agent Autoscaling	⏳ Pending	—	—	—
Failure Mode Handling	⏳ Pending	—	—	—

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Project: Observability and Operations

Repository: marchay-agent/orchestratorTech Stack: Prometheus, OpenTelemetry

Build Briefs

Epic	Status	Build Brief	LLM Prompt	Build Summary
Distributed Tracing	⏳ Pending	—	—	—
Metrics and Alerting	⏳ Pending	—	—	—
Cost Telemetry	⏳ Pending	—	—	—

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Summary

Metric	Value
Total Projects	5
Total Epics	14+
Completed	1
In Progress	0
Pending	13+

Next up: Tool Cascade (needs Session State Management)