Weaver

The intelligence layer behind your product organization.

Weaver is the intelligence engine behind Devplan, continuously turning code, decisions, discussions, and delivery signals into shared organizational understanding.

01What Weaver does

A persistent map of your organization.

Ingests signals

Every commit, ticket, meeting, and discussion, continuously indexed.

Weaver connects to your existing tools and begins building context immediately. No migration. No manual tagging. It reads what your team already produces.

GITHUB 142 commits
LINEAR 38 ticket updates
SLACK 91 messages
ZOOM 7 transcripts
NOTION 14 doc edits
Maintains memory

Context that compounds over time.

Unlike session-based AI that forgets everything when the conversation ends, Weaver maintains a persistent graph of your organization. The longer Devplan runs, the more useful it becomes.

Session-based AI
Weaver
Routes insight

The right information to the right person at the right time.

Weaver doesn't just store information. It routes it accordingly — a risk to the engineering manager, a customer signal to the PM, a launch risk to the exec.

Stalled PR · #482 · 22h
Eng Manager Risk alert · Slack SENT
PM Daily Digest update SENT
Exec — below threshold SKIP
Beyond session-based AI

Claude and Codex summarize. Weaver knows.

Generic AI is powerful, but session-based. It lacks your organization's memory, product intent, and delivery history. Weaver maintains them.

What slipped on Payments v2 this week?
Generic AI session-based

I don't have access to your project's current state. In general, payment work can slip due to scope changes or testing delays…

Weaver persistent graph

Refund handling moved to PR review; CSV export descoped from v1 after Mon's product-eng sync. PR #482 blocked 22h.

Sourced · GitHub · Slack · Linear
02Under the hood

Mechanically calibrated. Not vibes.

01

Backed by evidence.

Confidence is calculated from lossless source verification, not AI confidence scores. If Weaver isn't certain, it says so.

  • HIGH · 1:1 source mapping
  • MED · partial coverage
  • LOW · says so explicitly
02

Entity normalization

Weaver normalizes entities across tools so they resolve to the same concept regardless of how each system names them.

  • GitHub: auth-service
  • Linear: Auth Service
  • Slack: the auth work
  • → same entity
03

Cross-system retrieval

Weaver pulls from pre-processed signals simultaneously across centralized org-managed connections.

  • 22 connected sources
  • Entity-level joins
  • No double-counting
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The intelligence layer your team has been missing.

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