All Automations
133 automations in the catalog
ADR Capture
Structured architectural decision records
Adversarial Test Suite
Attack tests, property-based invariants, and security boundary tests for enforcement systems.
Agent Action Space Design
Optimize tool definitions and observation formatting
Agent Benchmarking
Head-to-head agent comparison with reproducible tasks
Agent Lifecycle Ops
Enterprise agent observability and security boundaries
Agent Loop Controls
Quality gates and stall detection for autonomous loops
Agent Team Builder
Compose and dispatch parallel teams
Agentic Eval-First
Eval-first execution with cost-aware routing
AgentShield Config Audit
Scan agent configs for injection and misconfig
AI Regression Sandbox
Sandbox-mode regression testing for AI-assisted code
AI-First Engineering
AI agent operating model
Android Clean Architecture
Module structure, UseCases, Repositories
Apple On-Device LLM
@Generable, tool calling, streaming
Autonomous Loop Patterns
Sequential to DAG orchestration architectures
AWS Serverless Architect
Design AWS serverless infra with IaC and Rust Lambda handlers.
Backend Architecture
Repository/service/controller layers and DB optimization
Blueprint Schema
Declarative intent-to-execution separation
Bun Runtime
Runtime, bundler, test runner
C++ Coding Standards
RAII, smart pointers, const correctness
C++ Testing
GoogleTest, CTest, GMock, sanitizers
Carrier Relationship Management
Rate negotiation, scorecards, lane optimization
CI/CD Deployment
Rolling/blue-green/canary strategies with health checks
Claude API Patterns
Messages API, streaming, tool use, caching
Claude DevFleet Orchestration
Parallel agents in isolated worktrees