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carryforward — context pack
# project: payment-service-refactor
# generated: 2026-03-12 09:14 UTC
 
## Decisions [94%]
Stripe SDK v4 — not Paddle
Idempotency keys required on all writes
Webhook retries handled by queue, not cron
 
## Constraints [88%]
→ No ORM — raw SQL only
→ Must stay under 200ms p95 latency
 
## Open tasks [76%]
!! Refund flow not yet specced
→ Add retry dead-letter queue
 
✓ Pack ready — paste as first message
The problem

You shouldn’t have to re-explain
your own project.

01

Context doesn’t survive session boundaries

Every AI chat starts cold. The decisions from last Tuesday, the constraints you set last month — gone. You type them again, every time.

02

Important decisions get buried

You chose Postgres over MongoDB for a reason. Somewhere in 40 tabs of chat history, that decision exists. Good luck finding it.

03

Handoffs are painful

Context lives in your head. When you context-switch — or hand off to someone else — half the project state goes with you.

“I spend the first 10 minutes of every session re-explaining what I already explained last time. It feels like the AI has amnesia.”

// Developer feedback, pre-launch research

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