Jev in production › Agent context and memory

AgentDir

Coding-agent flight recorder can send a task and redacted local passages to Jev, which reranks them and drops low-relevance ones before the agent's briefing; on a synthetic benchmark nDCG@5 reached 0.930, above local selection (author).

Open on GitHub ↗

0.930measured against a baseline, as published by the source
Use
Agent context and memory
Industry
Developer tools
Form
Open-source tool
Stage
Beta
Plugs into
Codex, Claude Code
Listed
2026-09-22
Found via
github
Repository
jstxn/agentdir
Stars
23
Forks
0
Last push
2026-09-28
Language
Python
License
MIT
AgentDir screenshot
docs/assets/agentdir-agent-trace-demo.gif in the jstxn/agentdir README, MIT; shown from GitHub.

The README opens with

AgentDir is a flight recorder for coding agents. It lets agents record what happened during a software task, then gives engineers a clean way to inspect, replay, search, and audit that work later.

The goal is simple: AgentDir should be nearly invisible while you work.

Engineers should not have to manually start sessions, wrap commands, collect evidence, or maintain agent memory by hand. Once a repository is adopted, the agent operates AgentDir in the background and leaves behind a useful trail.

Badge

For the project's own README, linking back here:

Listed in Jev in production

Also used for agent context and memory