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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

Ignoreblocked

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

Missing proof, requirement, signature, approval, adoption, or telemetry fields are blockers and must not be inferred.

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.