Observe project evolution
Telemetry · Observatory
See what changed, what got stuck, and what became part of the project.
Project intelligence platform
Project intelligence made for
AI-native teams.
Tapestry turns repeated work into structure that compounds. It tracks project change, preserves context, finds patterns, and makes useful repeats reusable.
What it does
Structure that compounds.
Four things, each backed by a mechanism that keeps running across every project.
Preserve knowledge
Memory
Carry decisions, corrections, and context forward between sessions.
Discover patterns
Observer
Find the repeated fixes, failures, and useful moves hiding in the work.
Build durable structure
Upskilling · Templates
Turn repeated work into reusable skills, templates, and workflows.
What makes it compound
Four principles, one fabric.
Woven Recursion
Each cycle weaves through the last, strengthening the whole.
Growing Structure
Every loop expands the system, adding capability and context.
Compound Intelligence
Connections create structure. Structure enables outcomes.
Built to Evolve
Skills grow. Systems adapt. Results compound.
Tapestry turns repeated agent work into reusable structure. Each cycle keeps what was learned, connects it to the project, and makes the next cycle easier to build on.
Go deeper: use cases · open source · project intelligence · the Observatory
Quickstart
Three commands in.
Install the CLI, wire a project into the platform, and open the console. The agents pick up memory, telemetry, and the discipline rules from there.
Full setup guide →# install the CLI
$ pipx install tapestry-cli
# wire this project into the platform
$ tapestry onboard
# open the live console
$ tapestry observatory
→ opening https://tapestry-khaki.vercel.app/observatory