Buildability / Receipt
Understanding the Limits of Automated Evaluation for Code Review Bots in Practice
This public receipt window renders only fields present in the canonical receipt object, deterministic fixture receipt, or canonical evidence receipt. Missing compute, demo, hash, signature, approval, telemetry, and adoption fields stay explicit.
Public buildability page receipt window
Not build-ready: Understanding the Limits of Automated Evaluation for Code Review Bots in Practice
/buildability/understanding-the-limits-of-automated-evaluation-for-code-review-bots-in-practice
Subject: Understanding the Limits of Automated Evaluation for Code Review Bots in Practice
Verdict
Ignore
Verdict is Ignore because current viability and proof state do not clear the buildability gate.
Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Compute envelope
Data
{"file name": "input.pdf", "number of pages": 10, "author": "Veli Karakaya; Utku Boran Torun; Baykal Mehmet U\u00e7ar; Eray T\u00fcz\u00fcn"
Compute
{"file name": "input.pdf", "number of pages": 10, "author": "Veli Karakaya; Utku Boran Torun; Baykal Mehmet U\u00e7ar; Eray T\u00fcz\u00fcn", "title": "Understanding the Limits of Automated Evaluation for Code Review Bots in Practice", "creation date": "D:20260428020325+00'00'"
Inference
{"file name": "input.pdf", "number of pages": 10, "author": "Veli Karakaya; Utku Boran Torun; Baykal Mehmet U\u00e7ar; Eray T\u00fcz\u00fcn", "title": "Understanding the Limits of Automated Evaluation for Code Review Bots in Practice", "creation date": "D:20260428020325+00'00'"
Hardware
{"file name": "input.pdf", "number of pages": 10, "author": "Veli Karakaya; Utku Boran Torun; Baykal Mehmet U\u00e7ar; Eray T\u00fcz\u00fcn", "title": "Understanding the Limits of Automated Evaluation for Code Review Bots in Practice", "creation date": "D:20260428020325+00'00'"
Evidence ids
Receipt path
/buildability/understanding-the-limits-of-automated-evaluation-for-code-review-bots-in-practice
Paper ref
understanding-the-limits-of-automated-evaluation-for-code-review-bots-in-practice
arXiv id
2604.24525
Freshness
Generated at
2026-04-28T15:19:36.801Z
Evidence freshness
fresh
Last verification
2026-04-28T15:19:36.801Z
Sources
3
References
0
Coverage
50%
Hash state
Lineage hash
840a24b2b2361e311c6b30d62b73c08e0c99e57d8b8ad750187635eeaf979e59
Canonical opportunity-kernel lineage hash.
Signature state
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Blockers
- Missing: repo_url
- Missing: references
- Missing: proof_status
- Unknown: proof verification has not been recorded yet
Canonical opportunity-kernel evidence is available for this receipt window.
repo_url
references
Truth Boundary
External gate remains unresolved for live deployment claims.
Buildability surfaces only report computed viability and proof receipts. They do not claim live production usage, pilot outcomes, founder sign-off, public Brier calibration, judge divergence, or external adoption unless explicitly sourced.