What's on the bench.
Playwright Testing
E2E testing with Playwright - Page Objects, cross-browser, CI/CD
Nodejs Backend
Node.js backend patterns with Express/Fastify, repositories
Ms Teams Apps
Microsoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph API
Mnemos
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 policies
Medusa
Medusa headless commerce - modules, workflows, API routes, admin UI
Maggy 2
Maggy is a local AI engineering command center. AI-prioritized inbox across issue trackers (GitHub Issues/Asana), one-click TDD execute with iCPG context enrichment, daily competitor intelligence briefing.
LLM Patterns
AI-first application patterns, LLM testing, prompt management
Klaviyo
Klaviyo email/SMS marketing - profiles, events, flows, segmentation
Iterative Development
TDD iteration loops using Claude Code Stop hooks - runs tests after each response, feeds failures back automatically
Icpg
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 development
Gemini Review
Google Gemini CLI code review with Gemini 2.5 Pro, 1M token context, CI/CD integration
Flutter
Flutter development with Riverpod state management, Freezed, go_router, and mocktail testing
Firebase
Firebase Firestore, Auth, Storage, real-time listeners, security rules
External Model Delegation
A `UserPromptSubmit` hook classifies every user prompt into one of six cost/performance tiers. The hook injects `additionalContext` instructing Claude to run a specific delegation script and return the output.
Existing Repo
Analyze existing repositories, maintain structure, setup guardrails and best practices
Database Schema
Schema awareness - read before coding, type generation, prevent column errors
Cross Agent Delegation
Cross-agent task routing — Codex auto-review, Kimi delegation by complexity score (iCPG + Claude reasoning), iCPG + Mnemos mandatory for all agents
Cpg Analysis
Deep code property graph analysis with Joern CPG (AST+CFG+PDG) and CodeQL for control flow, data flow, taint analysis, and security auditing
Commit Hygiene
Atomic commits, PR size limits, commit thresholds, stacked PRs
Codex Review
OpenAI Codex CLI code review with GPT-5.2-Codex, CI/CD integration
Code Review
Mandatory code reviews via /code-review before commits and deploys
Code Graph
AST-based code graph for fast symbol lookup, dependency analysis, and blast radius via codebase-memory-mcp MCP server
Code Deduplication
Prevent semantic code duplication with capability index and check-before-write
Cloudflare D1
Cloudflare D1 SQLite database with Workers, Drizzle ORM, migrations