Now in private beta

Your AI agents never
solve the same problem twice.

Stateful is a memory layer for AI coding agents — so everything your team's agents learn is shared, searchable, and ready for the next session.

claude — stateful warm start
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⬡ STATEFUL · Fix JWT clock skew · 3 prior sessions
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Prior session memory loaded
✗ Tried: Increasing token TTL in Redis — did not fix root cause
✓ Fixed: Set clock_skew_leeway=10 in auth/config.py:jwt.decode()
↳ Same bug hit by @alice 3 weeks ago on payments-service

The problem

Every agent session cold-starts with zero memory.

Your team's AI agents re-investigate the same bugs, retry the same failed approaches, and rediscover the same fixes — every single session. The knowledge disappears the moment the context window closes.

✗ Agent spends 40 min debugging JWT expiry
✓ Stateful surfaces the fix in the first response
✗ New engineer's agent repeats a known dead end
✓ Memory flags it: ✗ tried, didn't work
✗ Team knowledge lives in Slack threads no one reads
✓ Captured automatically from every coding session

How it works

01

Capture

Every Claude Code session is recorded in real time — failures tried, solutions found, files touched. One install command, zero config.

02

Store

Sessions are extracted into structured memory: digest, solutions, failure causes, key terms. Stored as vector embeddings in your org's namespace.

03

Warm start

The next agent to hit a similar problem gets the full history injected automatically — what failed, what fixed it, who solved it last.

Benchmark results

100%Warm insight rate7 of 7 scenarios
+0.32Avg score deltacold 0.66 → warm 0.98
43%Cold insight ratewithout Stateful
5 minSetup timeone install command

Works with your stack

Claude CodeCursorWindsurfGitHub PRsSlackLinearJiraConfluence

Ready to give your team shared AI memory?

Private beta. Free to start. No credit card.

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