Who contributed to anurag629 on July 31, 2026?

1 developer shipped this update, including anurag629.

What were the notable anurag629 updates?

Run OpenAI on /v1/responses and make response_format real and Run OpenAI on /v1/responses and make response_format real (#18).

@anurag629

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Friday, July 31, 2026

OpenAI responses transport and response format handling

By RepoJournal , from @anurag629's public GitHub activity

1 person shipped this

anurag629 @anurag629 2 cited

Anurag merged a major refactor of OpenAI integration in luca-py, moving to the /v1/responses endpoint and making response_format a real, opaque data structure that survives model switches.

The core work landed in quantized-ai/luca-py with a new `OpenAIResponsesTransport` that runs alongside the existing `OpenAITransport` [1] [2]. The new transport swaps `messages` for `input` items, `choices` for `output` items, and replaces delta chunks with typed SSE events. It also surfaces `status` and `incomplete_details` instead of `finish_reason`, aligning with OpenAI's current API shape. A five-reviewer pass surfaced three merge blockers, all confirmed against the live OpenAI and Anthropic APIs, which Anurag fixed in the final commit [1]. The work closes issue #4 by making provider-owned opaque data survive a model switch, the shared problem between the responses endpoint move and response_format handling. A single commit also landed to anurag629/anurag629 updating the README.

References

[1] Run OpenAI on /v1/responses and make response_format real ↗ quantized-ai/luca-py
[2] Run OpenAI on /v1/responses and make response_format real (#18) quantized-ai/luca-py

Quick answers

What shipped in anurag629 on July 31, 2026?: Anurag merged a major refactor of OpenAI integration in luca-py, moving to the /v1/responses endpoint and making response_format a real, opaque data structure that survives model switches. In total, 2 commits and 1 pull requests landed.
Who contributed to anurag629 on July 31, 2026?: 1 developer shipped this update, including anurag629.
What were the notable anurag629 updates?: Run OpenAI on /v1/responses and make response_format real and Run OpenAI on /v1/responses and make response_format real (#18).

Model catalog switched to models.dev

Anurag Verma replaced two drifting hand-maintained lists with a live feed from models.dev, fixing pricing data that was off by 3x for some models.

2 shipped

@anurag629 Aug 3

Session storage overhaul and per-model system prompts

Anurag Verma landed two major features in quantized-ai/luca-py, moving session files out of project directories and adding model-aware prompts to the agent.

4 shipped

@anurag629 Aug 2