Pith Number

pith:TK2BHNLL

pith:2024:TK2BHNLLO2U5DFH6BB7RLHLEKM

not attested not anchored not stored refs pending

Test-Driven Development for Code Generation

Meiyappan Nagappan, Noble Saji Mathews

arxiv:2402.13521 v2 · 2024-02-21 · cs.SE · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{TK2BHNLLO2U5DFH6BB7RLHLEKM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

3 papers in Pith

SkillOps: Managing LLM Agent Skill Libraries as Self-Maintaining Software Ecosystems

The Productivity-Reliability Paradox: Specification-Driven Governance for AI-Augmented Software Development

Arch: An AI-Native Hardware Description Language for Register-Transfer Clocked Hardware Design

Receipt and verification

First computed	2026-07-05T09:23:47.374863Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9ab413b56b76a9d194fe087f159d645302a21c07158b0cfe107d84cfec078cd3

Aliases

arxiv: 2402.13521 · arxiv_version: 2402.13521v2 · doi: 10.48550/arxiv.2402.13521 · pith_short_12: TK2BHNLLO2U5 · pith_short_16: TK2BHNLLO2U5DFH6 · pith_short_8: TK2BHNLL

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/TK2BHNLLO2U5DFH6BB7RLHLEKM \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 9ab413b56b76a9d194fe087f159d645302a21c07158b0cfe107d84cfec078cd3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0c63509c14b735f2ebb3d58c072c4da8626b358fe64e9ccf5c0a7231c52308b9",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2024-02-21T04:10:12Z",
    "title_canon_sha256": "f7075b9869f2368cb536f1cacbf97ccc8388bb6daff25cbba25fd1f99656d77d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.13521",
    "kind": "arxiv",
    "version": 2
  }
}