Use Cases
How teams use Intent.
Real scenarios where preserving decisions makes the difference.
Senior engineer + Claude
Building auth system with AI pair programming
CaptureRepo
Without Intent
- 1.Agent suggests JWT — you explain OAuth requirement
- 2.Next session, agent suggests JWT again
- 3.You re-explain the security constraints
- 4.Agent hallucinates a "decision" that never happened
Result
Every session starts from scratch. Context resets daily.
With Intent
First session: decide OAuth over JWT, Intent captures why- Decision syncs to project repo automatically
- Next session: agent reads intent/, understands constraints
- Agent proposes changes that respect existing decisions
Result
Agents build on real history. Context compounds over time.
Senior engineer + Claude
Building auth system with AI pair programming
CaptureRepo
- 1.Agent suggests JWT — you explain OAuth requirement
- 2.Next session, agent suggests JWT again
- 3.You re-explain the security constraints
- 4.Agent hallucinates a "decision" that never happened
Result
Every session starts from scratch. Context resets daily.