Amazon Q Developer: Custom Context Packs for Private Monorepos
A senior-engineer guide to Amazon Q Developer, with production-ready patterns, trade-offs, and practical examples.
Most viewed
- Python Decorators Explained: From Simple Wrappers to Production Patterns
- AI Agent Frameworks in 2025: LangGraph vs CrewAI vs AutoGen vs Raw API
- Python String Methods: Every str Method With Real Production Examples
- REST API Design Best Practices: The Patterns That Make APIs a Joy to Use
- Css Animation Performance: Performance-Optimized Motion for Modern UIs
Newly added
- AWS Systems Manager Parameter Store: Hierarchical Runtime Config for Coding Agents
- Amazon Cognito Identity Pools: Federate Coding-Agent Tool Callers Without Long-Lived Keys
- Amazon Athena for Coding Agents: Query Tool Audit Logs and Eval Traces on S3 Without a Warehouse
- AWS Batch for Coding Agents: Parallel Overnight PR Reviews and Long-Running Jobs Without Lambda Timeouts
- Amazon Bedrock Prompt Management: Version and A/B Test Coding-Agent System Prompts
CheatCoders
Posted inAI AWS Machine Learning
Codebase Embeddings: Refresh Pipelines When Git SHAs Keep Moving
A senior-engineer guide to codebase embeddings, with production-ready patterns, trade-offs, and practical examples.
Posted inAI
Claude Code Workflow: Gate Risky Shell Commands Before CI Runs
A senior-engineer guide to Claude Code workflow, with production-ready patterns, trade-offs, and practical examples.
Posted inAI
Llm Model Routing: Cheap Draft Models Plus Expensive Verifiers
A senior-engineer guide to LLM model routing, with production-ready patterns, trade-offs, and practical examples.
Posted inAI AWS Machine Learning
Rag Evaluation Aws: Hit Rate, Faithfulness, and Cost Curves
A senior-engineer guide to RAG evaluation AWS, with production-ready patterns, trade-offs, and practical examples.
Bedrock Converse Tool Use for Coding Agents: toolChoice Modes and Strict JSON Tool Contracts
Bedrock Converse tool use for coding agents: toolChoice auto/any/tool, strict tool schemas, typed toolResult errors, versioned tools and a safe agent loop.
Cursor Rules Aws Cdk: Stop AI From Inventing IAM Wildcards
A senior-engineer guide to Cursor rules AWS CDK, with production-ready patterns, trade-offs, and practical examples.
LLM Incident Runbooks: Ground On-Call Answers in CloudWatch Signals
A senior-engineer guide to LLM incident runbooks, with production-ready patterns, trade-offs, and practical examples.
Posted inAI
Cursor Rules Typescript: Make AI Edits Stick
A senior-engineer guide to Cursor rules TypeScript, with production-ready patterns, trade-offs, and practical examples.
Node.js Event Loop Lag: Catch p99 Stalls Before Users Feel Them
A senior-engineer guide to Node.js event loop lag, with production-ready patterns, trade-offs, and practical examples.