Developer Tools
Small tools that make building, debugging and shipping AI applications faster.
CLIs, tracers and playgrounds I build to scratch my own itch while working on AI systems — shared in case they help you too.
- Experiments
- 5
- Open Source
- 5
- Technologies
- 15
- More to Explore
- ∞
Featured Developer Tool Projects
A few highlighted experiments and prototypes.
- MCPFeatured
MCP Integrations
Exploring Model Context Protocol (MCP) with real-world tools like Google Drive, Notion, GitHub, and custom APIs.
- MCP
- Python
- Notion API
- GitHub API
- EvaluationsFeatured
LLM Evaluation Toolkit
A set of tools and notebooks for evaluating LLM responses using various metrics (relevance, safety, factuality, bias).
- LangSmith
- Ragas
- DeepEval
- Jupyter
- Multi-Agent
Code Review Crew
Specialised agents that review pull requests for bugs, security issues and style, then merge their feedback.
- LangGraph
- GitHub API
- Claude
How I Use These Tools
A typical architecture used in these experiments.
- Prototype(Prompt playground)
- Trace(See every step)
- Debug(Replay failures)
- Evaluate(Regression checks)
- Deploy(CI/CD)
All Developer Tools
Explore all my Developer Tools experiments, from simple prototypes to advanced systems.
5 experiments
Exploring Model Context Protocol (MCP) with real-world tools like Google Drive, Notion, GitHub, and custom APIs.
- MCP
- Python
- Notion API
A local web UI for stepping through agent runs — prompts, tool calls, tokens and timings.
- TypeScript
- React
- OpenTelemetry
A set of tools and notebooks for evaluating LLM responses using various metrics (relevance, safety, factuality, bias).
- LangSmith
- Ragas
- DeepEval
Specialised agents that review pull requests for bugs, security issues and style, then merge their feedback.
- LangGraph
- GitHub API
- Claude
Compare prompts and models side by side from the terminal, with diffs and cost estimates.
- Python
- Typer
- Claude
Experiment · Learn · Build · Share
Let’s Build the Next Generation of Developer Tools
Check out the code, try the demos, or get in touch to collaborate on exciting ideas.