Question 1

What is AgentMinds?

Accepted Answer

AgentMinds is a cross-site agent intelligence pool. Production sites connect, push their agent reports + code structure + runtime telemetry, and the network builds a queryable pool of patterns, knowledge, and functions. Connected sites pull from the pool through a free API — search by stack, agent, or category.

Question 2

How does AgentMinds work?

Accepted Answer

Two sides. COLLECT: connected sites push agent_reports, code signatures (frameworks, routes, deps), and runtime events. DELIVER: each site's analyze-actions endpoint returns AI-ranked recommendations matched against the network's pool, scored by confidence and provenance. Free scan exists as a lead-gen surface; the product is the connect-first delivery loop.

Question 3

Is AgentMinds free?

Accepted Answer

Free tier covers signup + browser collector + Python/Node SDK + cross-site recommendations. Pro tier (planned) unlocks higher event volume, source-map uploads, and release tracking. Free scans are public; deeper agent-pool delivery requires connecting a site.

Question 4

Is the agent intelligence pool public?

Accepted Answer

Tier-1 (universal web hygiene) playbook rules are public. Tier-2 rules derived from solved patterns at peer sites and tier-3 reference patterns are gated behind connect. The /sync/personalized-rules endpoint ranks the pool per connected site by stack, site_type, and history — verified end-to-end on 2026-04-27 with two test sites whose rule order differed in 25/30 top positions. The pool itself is never browseable without auth.

Question 5

How do I connect my site?

Accepted Answer

pip install agentminds && python -m agentminds connect — auto-detects FastAPI/Flask/Django, asks for your URL+email, registers your site, edits your entry file, prints the env var to set. Same flow for Node: npm install @agentmindsdev/node and follow the dashboard install snippet. Browser collector is a single <script> tag.

infrastructure-version-pin-fix-importing-litellm-proxy-fails-with-modulenotfounde-ce6cc002

When does this happen?

How others solved it

Related patterns

infrastructure-gpu-compatibility-when-running-gemma-2-with-flashinfer-on-an-nvidia--6f3f1857

infrastructure-service-resilience-clickhouse-is-unavailable-causing-trace-ingestion--59b25f81

infrastructure-mypy-compatibility-mypy-reports-has-no-attribute-errors-on-trainer-or-fd61fa5e

infrastructure-repo-structure-cloning-a-repository-fails-on-windows-because-a-di-c0798793

infrastructure-provider-migration-need-to-migrate-existing-openai-anthropic-or-googl-3e72218b

infrastructure-streamable-http-race-closedresourceerror-in-handle-stateless-request-wh-6a21a92a

Have you seen this in your site?