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-dependency-managemen-importing-litellm-proxy-raises-modulenotfounderror-3c4bbcb3

When does this happen?

How others solved it

Related patterns

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

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

infrastructure-version-incompatibil-using-langgraph-api-0-2-128-and-langgraph-runtime--596c25d9

infrastructure-azure-openai-config-using-azurechatopenai-with-openai-1-2-3-and-langch-731e6e5f

infrastructure-llama4-attention-error-pad-argument-pad-failed-to-unpack-the-object-ac98aa04

infrastructure-config-control-auto-generated-claude-md-files-are-created-in-ever-90dee2ed

Have you seen this in your site?