Your stack. Your tools.
Your intelligence.
Stop reading every changelog. CodeMarine's Intelligence Feed filters 22,000+ patterns to what matters for your project, your AI tools and your dependencies.
What your feed looks like
CVE-2025-XXXXX affects fastapi<0.115.0
You're running fastapi 0.114.2 in 3 projects. Remote code execution via crafted request headers. Upgrade to 0.115.0+.
Claude Sonnet 4.6 changed auth patterns
3 new edge cases detected in JWT handling. CodeMarine has added patterns to catch the new failure modes.
Cursor fast-mode: 2.3× more JWT bypasses this week
Community-wide trend detected. Cursor's fast-mode completions are generating unverified jwt.decode() calls at higher rates.
47 new patterns deployed (zero-downtime)
New patterns for React Server Components, Next.js 15 middleware and Bun runtime. Already active in your IDE.
How Pattern Gatherer Works
Filters the Firehose
22,000+ patterns filtered to what's relevant for your project's languages, frameworks and AI tools.
Personalized to You
Scans your project's dependencies, package files and AI tool usage to deliver only actionable alerts.
Real‑Time Delivery
Critical alerts delivered immediately. Trends and updates in daily briefings. No email spam.
Per‑Assistant Intelligence
Each AI assistant fails differently. Pattern Gatherer tracks tool-specific behavioral changes and alerts you when patterns shift.
GitHub Copilot
Placeholder credentials, incomplete error handling, CORS wildcards in Express handlers.
Cursor
Fast-mode JWT bypasses, aggressive refactoring that strips auth checks, race conditions in async code.
Claude Code
Over-engineered auth flows, complex middleware chains with subtle ordering bugs, verbose error messages that leak internals.
Windsurf / Codeium
Deprecated API usage, outdated package versions in completions, missing input validation on form handlers.
Get intelligence that matters
Included in Squad and Platoon plans. Start with a free 14-day trial.