Project intelligence
Every session
starts from zero.
The model is brilliant and forgetful. The context you built yesterday is gone. The correction you made last week comes back as the same mistake. The workflow that finally worked isn't there next time — so you explain it again, and again.
Across ten projects, you're not one operator with ten projects' worth of experience. You're starting over, ten times.
Project intelligence is everything a project accumulates that isn't the code — context, decisions, corrections, patterns, and skills — kept and made usable across sessions and projects. Tapestry is how it accumulates instead of evaporating.
The category
Generation is the easy part.
Most AI tools optimize how fast you can generate. But the value was never in the generating — it's in everything around it: why you chose this approach, what already failed, which corrections stuck, what became reusable. That's the part that disappears when the session ends. Tapestry keeps it.
What accumulates
Five things that survive the session.
Each one is kept by a mechanism that keeps running across every project.
Context & decisionsMemory
What was decided, what was tried, and why — carried between sessions instead of re-explained every time.
CorrectionsDiscipline + memory
The fix you make once becomes a rule the agent keeps. The same mistake stops coming back.
PatternsObserver
What recurs across the work — what keeps breaking, what keeps working — surfaced as findings, not raw logs.
Reusable skillsUpskilling
Repeated work compiles into named skills, available in every project by reference instead of rebuilt.
Compounding improvementObserver
Recurring friction is turned into structure and reused across projects, so the same problem isn't solved twice.
Why it's worth keeping
Kept knowledge
compounds.
Context that survives doesn't just help today's session. Each project makes the next one faster. Corrections become rules. Patterns become skills. Skills become available across every project. You accumulate capability instead of rebuilding it — and the gap between you-with-Tapestry and you-without widens the longer you work.
See it accumulate in the Observatory →