langchain-ai / langchain

The repo does not need less adoption. It needs visible trust infrastructure, and the market rewards it immediately.

Seeded lanehybrid

72trust

Operator Scenarios

Switch the room from narrative to repricing.

Reset board

Available

Exploit odds spike on Ollama

Injects a critical incident into a fast-growth repo and flips the agent verdict from review to block.

Live now

LangChain funds trust aggressively

Shows how increasing the security budget and audit coverage can move a high-growth repo into the allow range.

Available

Express recovers maintainership

Demonstrates that operational discipline can rehabilitate a legacy dependency's trust profile.

Narrative

Capital and coverage can close the gap

High-growth agent framework that moved into the allow lane by buying trust rather than hand-waving it.

View GitHub repo

Signal composition

Trust breakdown

Security Budget

Demo Seeded

Weight 26%Confidence 74%

Stake Depth

Demo Seeded

Weight 22%Confidence 74%

Audit Coverage

Demo Seeded

Weight 20%Confidence 74%

Maintainer Responsiveness

Derived

Weight 12%Confidence 90%

Incident Pressure

Derived

Weight 12%Confidence 90%

Adoption Confidence

Demo Seeded

Weight 8%Confidence 74%

Agent Verdict

Allow with human review

The repo is usable, but recent signal quality or market depth is not strong enough for unsupervised adoption.

Threshold 74

Provenance

Every signal carries a disclosure label.

Demo-seeded market surfaceDemo Seeded

Real repo identity with seeded trust depth for the marketplace narrative.

Source link

Recent events

Trust moves when the repo moves.

Compare this repo

Security budget doubled
Mar 13, 2026, 3:22 PM
A new bounty pool and auditor commitment pushed the repo into agent-safe territory.
Demo Seeded+18.3
Dependency adoption surged
Mar 11, 2026, 3:40 PM
Agent tooling demand pushed usage higher than available trust infrastructure.
Derived+0.0