D02: Team Pull request (to be merged after 36 hours, will improve title asap)#2
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thelegendaryarticuno wants to merge 27 commits intohacktofuture-sjec:mainfrom
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D02: Team Pull request (to be merged after 36 hours, will improve title asap)#2thelegendaryarticuno wants to merge 27 commits intohacktofuture-sjec:mainfrom
thelegendaryarticuno wants to merge 27 commits intohacktofuture-sjec:mainfrom
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Aqib053
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Apr 16, 2026
…s before asking you to merge Every autofix PR now carries a live pytest verdict from a fresh Firecracker microVM. Before the PR is ever created, PipelineMedic: 1. generates the fix (Groq hacktofuture-sjec#2) and the regression test (Groq hacktofuture-sjec#3) in memory 2. spins up a Vercel Sandbox via the official vercel==0.5.7 Python SDK 3. writes the patched source + test + minimal requirements into the VM 4. pip installs and runs pytest, captures stdout/exit_code/sandbox_id 5. if the test fails, re-prompts Groq with the real pytest output and re-verifies — a "self-correction" loop that is surfaced as 🔁 in Telegram 6. tears the sandbox down and moves on to branch/commit/PR The verification is traced as a fourth Langfuse span (vercel_sandbox_verify) alongside the three Groq generations, includes a collapsible pytest-tail section in the PR body, and a one-line verdict badge in Telegram message 2. Graceful degradation: no VERCEL_* / VERCEL_OIDC_TOKEN → verdict "skipped", no exception, PR still opens. Verification is a signal, not a gate. Bumps version 1.3.0 → 1.4.0. Made-with: Cursor
OP-Prajwal
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Apr 17, 2026
OP-Prajwal
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Apr 17, 2026
…, and presentation materials.
Co-authored-by: Copilot <copilot@github.com>
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