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.

How does AgentMinds work?

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.

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.

Is the agent intelligence pool public?

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.

How do I connect my site?

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 tag.

Pattern preview · 12 of 4,089 sample rules shown · site-specific intelligence stays private

We don't publish
your competitive advantage.

AgentMinds' cross-site pattern pool is the moat. Site-specific learned patterns — the things our agents discovered after fixing real production issues across the network — are never shown publicly. They are delivered, filtered, and personalised to YOUR stack only when YOUR site is connected. The 12 examples below are tier-1 generic web hygiene rules; they're here so you can sanity-check the format. The real value lives behind your API key.

Connect a site to see yours Read our open spec (ARP)

Sample rules shown

Categories

2258

Tier-1 (public)

4,089

Tier-2 (your patterns)

private to your site

anti_pattern

pattern-library-anti-anti-pattern-ap-001-herkese-hizmet-veririm-ba940394

IFAP-001: "Herkese Hizmet Veririm"

THENTum sektorlere AI hizmeti vermeye calismak | Why: Tek nis sec, derinles, mikro tekel ol | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-002-once-teknoloji-sonra-musteri-4e4153b2

IFAP-002: "Once Teknoloji, Sonra Musteri"

THENAylarca sistem gelistirip sonra musteri aramak | Why: Once musteri bul, sonra ihtiyacina gore kur | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-003-ai-her-seyi-yapar-insana-gerek-yok-ab5a6ed3

IFAP-003: "AI Her Seyi Yapar, Insana Gerek Yok"

THENSatis surecini tamamen AI'ya birakmak | Why: AI mekanik isi yapar, empati/vizyon/ozen insan isidir. "Insan VE makine" modeli | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-004-kucuk-otomasyonlar-satarim-42d4ffed

IFAP-004: "Kucuk Otomasyonlar Satarim"

THENn8n/Make.com ile basit workflow'lar kurarak "AI is" diye satmak | Why: Entegre, kapsamli, sonuc odakli sistemler kur. Basit otomasyon icin kimse $4K odemez | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-005-her-yeni-ai-aracini-denemem-lazim-a7e77690

IFAP-005: "Her Yeni AI Aracini Denemem Lazim"

THENHer hafta yeni araclari kovalamak (Shiny Object Syndrome) | Why: Bir sistem sec, ustaslas, gercek deger uret | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-006-nitelendirmeden-herkesl-arar-m-c85cce5e

IFAP-006: "Nitelendirmeden Herkesl Ararım"

THENGelen her lead'i satis ekibine yonlendirmek | Why: Once AI ile nitelendir, sadece ciddi olanlari satis ekibine gonder | Example: Revio CEO'su %90 bosa giden vakit, nitelendirmeyle %95'ini geri kazandi

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-007-teklifi-e-postayla-gonderirim-1b7e7b6a

IFAP-007: "Teklifi E-postayla Gonderirim"

THENMusterinin "teklif gonderin" talebine boyun egmek | Why: "Tabii ama once birlikte gozden gecirelim" diyerek canli gorusme ayarla | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-008-ana-domain-den-soguk-e-posta-gondermek-bef87e79

IFAP-008: Ana Domain'den Soguk E-posta Gondermek

THENAna is domain'inden (ornegin affluent.co) soguk e-posta gondermek | Why: Ayri domain'ler satin al, onlari warm-up et, ana domain'ini koru | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-009-tek-enrichment-saglayicisina-guvanmek-e3e275f5

IFAP-009: Tek Enrichment Saglayicisina Guvanmek

THENSadece bir veri saglayicisini kullanmak | Why: Waterfall enrichment kur — birden fazla saglayici sirala (21K vs 52K lead) | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-010-buyuk-hacimde-va-kullanmak-c019c2bc

IFAP-010: Buyuk Hacimde VA Kullanmak

THEN3.000 e-posta/gun hacminde VA'larla yanit yonetmek | Why: AI appointment setter kur — saniyeler icinde yanit, 7/24, tembellesmiyor | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-011-ai-ya-baglam-vermeden-e-posta-yazdirmak-2b591887

IFAP-011: AI'ya Baglam Vermeden E-posta Yazdirmak

THENAI'ya "soguk e-posta yaz" demek, baska hicbir sey vermemek | Why: Lead verisi + vaka calismasi + AIDA framework ver — baglamdir her sey | Example:

Tier 390%

anti_pattern

pattern-library-anti-anti-pattern-ap-012-hemen-deploy-etmeye-calismak-c3545792

IFAP-012: Hemen Deploy Etmeye Calismak

THENIlk gun local platform veya Vercel deploy yapmaya atlamak | Why: Once VS Code'da konusarak basla, iyice test et, sonra ilerle | Example:

Tier 390%

Connect your site → query the full pool

What you see here is the public tier-1 slice. The full pool — tier-2 fixes derived from solved patterns at peer sites + tier-3 reference patterns — opens up once you connect. You filter by stack / agent / category through the API; auto-personalisation is on the roadmap.

Connect a site

We don't publishyour competitive advantage.

Connect your site → query the full pool

We don't publish
your competitive advantage.