Research-based guide
Claude Code
A coding agent that reads repositories, edits files and runs project tools.
AI coding
Coding workflows, repository instructions and practical checks for changes made with AI.
2 matching tools
Research-based guide
Cursor
An editor and coding agent for searching, changing and reviewing software projects.
News, guides & comparisons
Workflow guides
Claude Code Workflow Tips: Context, Changes and Checks
Practical Claude Code habits for small products: focused briefs, useful CLAUDE.md instructions, context management and evidence before publishing changes.
Workflow guides
Codex Workflow Tips: Brief, Implement, Verify
A practical Codex workflow for creator websites and small products: useful project instructions, scoped prompts, reviewable changes and verification.
Workflow guides
Harness Engineering: Agent Loops, State, Recovery and Evals
A detailed harness engineering guide to agent state machines, typed tools, durable recovery, context management, multi-agent tradeoffs and outcome evaluation.
Workflow guides
Microsoft SkillOpt: A Practical Guide to Self-Improving Agent Skills
Understand Microsoft SkillOpt and SkillOpt-Sleep, then design a small experiment with useful checks, clear costs and reviewed skill updates.
Workflow guides
RAG Embeddings, Retrieval and Context: Compare the Options
Compare embedding models, vector stores, hybrid search, rerankers and context budgets. Build a RAG retrieval path with permissions and useful citations.
Workflow guides
End-to-End RAG: From Raw Files to Cited Answers
An end-to-end RAG guide with choices for file cleaning, chunking, embeddings, retrieval, context budgets, evaluation and production updates.