Constance: AI agent memory of decisions for long-running agents

AI agent memory of decisions helps long-running agents carry reviewed choices from one session to the next. Constance is a licensed local runtime that records reviewed claims, their sources, and settled constraints for later use. This reduces the time agents spend reopening decisions you already made.

Stop AI agents from reopening settled decisions

At 2 a.m. on day three, your agent reaches a choice settled on day one. It rechecks the source, re-argues the logic, and fills its context with finished work. Constance is built to reduce that repeated work.

Review decisions with three fresh AI reviewers

You register a claim, decision, or constraint that the agent should carry forward. Three reviewers check it with fresh context. They review the claim, where it came from, and the sources you configured without seeing the agent's current goal. All three must pass it before Constance adds a stamp.

Carry reviewed decisions into later AI agent sessions

A stamp records that a claim passed all three reviews. It keeps the claim's source and origin with it. The agent can reuse that record in later sessions instead of rebuilding the same decision. The stamp does not prove that the claim is correct.

Keep stamped decisions fresh with built-in expiry

Constance does not monitor the internet in the background, because every stamp carries its own expiry. Stable facts do not expire. Slow-moving documents last about ninety days by default, and fast-moving sources like API docs last about a week. When a stamp expires it stops counting as settled, and renewal sends the claim back through the three-reviewer check against its sources. API updates, new legislation, and other changing rules are picked up the next time you renew.

Log requests that cross settled constraints

Constance declines a request that would cross a settled constraint and logs the decline for you. It does not judge whether the constraint was a good choice. You review the record and decide whether the constraint should stay or change.

Give every long AI agent run the same starting point

Every session starts from a rendered constants file. The file lists settled claims, where they came from, and the constraints the agent should follow. This gives the agent a clear starting point for the next stage of work. Install it locally with one command: join the install list. Patent pending.