Projects
Things I've built, and fixes I've sent upstream.
Contribution activity
3,239 contributions in the last year
- Contributions
- 3,239past year
- Streak
- 26 dayscurrent
- Best streak
- 26 dayspast year
- Active days
- 230of 370
- Peak day
- Aug 23100 contributions
- Public repos
- 80
- Stars earned
- 2
Flagship
The project I'd want to be read on.
irrevon
Apache-2.0PyPI 0.1.0 AlphaPython 3.13+Evidence-first reconciliation for irreversible AI-agent actions.
An agent asks an API to create a payment, shipment, or booking. The destination commits, the response is lost, and no retry is safe. Irrevon persists intent before dispatch, keeps ambiguity as a first-class state, and reconciles against what the destination actually says happened.
Projects
react-webrtc-videocall
A real-time video call app using WebRTC, React, and Node.js, featuring chat, screen sharing, call recording, and Firebase integration.
genai-discord-pipeline
End-to-end GenAI pipeline that fetches messages from Discord, summarizes content, stores insights in a vector DB, and enables RAG-based Q&A with a Streamlit UI and Flask backend
autogen-distributed-agents
A distributed multi-agent system using Microsoft AutoGen with gRPC runtime for parallel idea generation. Watch 20 AI agents collaborate to generate creative business ideas using Agentic AI.
golang-devops-e2e
End-to-end DevOps pipeline for a Golang web app using Docker, Kubernetes, GitHub Actions, Helm, and ArgoCD
langgraph-sidekick-assistant
An intelligent personal assistant built with LangGraph that can browse the web, execute Python code, search Wikipedia, and complete complex tasks with iterative feedback loops.
mcp-ai-trading-floor
A multi-agent AI trading simulation using the Model Context Protocol (MCP). Watch AI traders with different strategies compete in a real-time stock market simulation with live Gradio dashboard.
Open source
Fixes sent upstream to projects I build on. Landed work is listed separately from work still in review, and each block is ordered by the upstream repo's star count, so the ranking is a stated rule rather than my own estimate of what matters.
Landedshipped on the project's default branch
openai/openai-agents-pythonFixed three concurrency and tracing faults in the agent run path28.4k2 merged · 1 co-authoredAug 2026
OpenAI's framework for building and running multi-agent workflows.
Every model provider now records a failed call on its own span, so a failure through Chat Completions, LiteLLM, or AnyLLM is no longer indistinguishable from a clean turn, with a shared context manager keeping the eight call sites from drifting apart. A failing branch of a concurrent fan-out now cancels and drains its siblings, so a failed turn stops leaving shell commands running and patches being written, including the sandbox env resolvers where a rejected secret lookup used to leave the others in flight.
Pythonasyncio
In review8 repos
openai/openai-pythonProposed preserving custom tool calls through parse and serialization31.3kOpenAug 2026
The official OpenAI Python SDK, used across a large share of apps built on the OpenAI API.
The chat-completions parse() helper logged a warning and then dropped every custom tool call, so a call the model made vanished from the parsed result. Appending it was only half the fix: the parsed message type narrowed tool_calls to function calls, and pydantic serializes by the declared type, so a whole-completion dump silently lost the custom payload and would not validate back.
Pythonpydanticopenai/gpt-ossProposed a domain-parsing fix for scheme-less hosts in the browser tool20.3kOpenJul 2026
OpenAI's open-weight GPT-OSS models and their reference tooling.
The browser tool decided whether a URL already carried a scheme by searching the string, so bare hosts containing "http" (httpbin.org) resolved to an empty domain and same-site links were mislabeled as external. Asking the parser first and only prepending when the host is empty avoids guessing where the separator is.
Pythonlivekit/agentsProposed tolerating unparseable stored tool-call arguments12.5kOpenJul 2026
The real-time voice-agent framework behind ChatGPT voice mode.
The Anthropic, Google, and AWS chat formatters re-parsed stored tool-call arguments on every turn, so one malformed call from an earlier turn broke the agent on its next one. The change tolerates the bad entry rather than failing the whole conversation.
Pythonasynciosimonw/datasetteProposed NOT NULL enforcement for primary keys created via the write API11.4kOpenAug 2026
A widely-used open-source tool for exploring and publishing data.
Text and composite primary keys created through the JSON write API were nullable, allowing rows whose keys cannot be viewed, edited, or deleted. The check also had to match primary key names case-insensitively, since SQLite resolves identifiers that way and a differently-cased key slipped past the first version.
PythonSQLiteanthropics/claude-agent-sdk-pythonProposed a clearer error for list-form system prompts7.8kOpenAug 2026
Anthropic's official Python SDK for building agents on Claude.
The SDK accepted a list-form system_prompt and then failed with an opaque downstream error. The change raises an actionable error at the boundary instead. A second proposal, keying the reference session store structurally so components containing the path separator cannot alias a different logical session, was withdrawn in favour of an earlier PR by another contributor; the collision analysis went there instead.
Pythonpython-attrs/attrsProposed matching attribute filters by identity rather than equality5.8kOpenJul 2026
The Python library for writing classes without boilerplate.
Attribute filters (include/exclude) compared Attribute instances by equality, so identically-named fields on different classes were treated as the same field when building asdict/astuple output. Matching on identity keeps them distinct.
Pythonanthropics/anthropic-sdk-pythonProposed two durability fixes in the Managed Agents runtime3.8kOpenJul 2026
Anthropic's official Python SDK for the Claude API.
The session tool runner re-executed a tool when a stream reconnect followed a failed result post, turning an at-most-once contract into at-least-once. Separately, the environments work poller can now defer its acknowledgement, so a handoff that dies before its first heartbeat stays reclaimable instead of stranded.
PythonasyncioUKGovernmentBEIS/inspect_aiProposed recording model hidden states as JSON-serializable lists2.5kOpenAug 2026
The UK AI Safety Institute's framework for large language model evaluations.
Hidden states requested via -M hidden_states were dropped to None when the log was written, because tensors are not JSON-serializable. The change records them as nested lists and slices each sample out of the batched Hugging Face path so a sample carries its own activations rather than the whole batch.
PythonPyTorch