Deep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing
Intent-Augmented Code Property Graph — tracks WHY code exists via ReasonNodes with formal contracts, 6-dimension drift detection, and 3 canonical pre-task queries for autonomous…
Cross-agent task routing — Codex auto-review, Kimi delegation by blast radius, iCPG + Mnemos mandatory for all agents
AI Engine Optimization - semantic triples, page templates, content clusters for AI citations
TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically
Multi-agent orchestration with container-isolated workspaces — each agent session runs in its own Docker container with independent git branches
Claude Code Agent Teams - default team-based development with strict TDD pipeline enforcement
Maggy is a local AI engineering command center bundled with claude-bootstrap. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG…
Task-scoped memory lifecycle — typed MnemoGraph prevents lossy context compaction by treating facts/decisions/code-refs/handoffs as distinct node types with per-type eviction…
Create Jira/Asana/Linear tickets optimized for Claude Code execution - AI-native ticket writing
AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server
PostHog analytics, event tracking, feature flags, dashboards
Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns
Prevent semantic code duplication with capability index and check-before-write
Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API
Express/Hono with Supabase and Drizzle ORM
Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)
React web development with hooks, React Query, Zustand
Android Java development with MVVM, ViewBinding, and Espresso testing
SEO and AI discovery (GEO) - schema, ChatGPT/Perplexity optimization
User experience flows - journey mapping, UX validation, error recovery
AWS Aurora Serverless v2, RDS Proxy, Data API, connection pooling
Visual testing - catch invisible buttons, broken layouts, contrast
Reddit Ads API - campaigns, targeting, conversions, agentic optimization
Mobile UI patterns - React Native, iOS/Android, touch targets
AI-first application patterns, LLM testing, prompt management
Web UI - glassmorphism, Tailwind, dark mode, accessibility
Latest AI models reference - Claude, OpenAI, Gemini, Eleven Labs, Replicate
Stripe Checkout, subscriptions, webhooks, customer portal
gh, vercel, supabase, render CLI and deployment platform setup
Multi-person projects - shared state, todo claiming, handoffs
Next.js with Supabase and Drizzle ORM