Pith Number

pith:AQJGAKPN

pith:2024:AQJGAKPNJGT4ZRKTEZUO7SOSJM

not attested not anchored not stored refs pending

Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study

Binyuan Hui, Bowen Li, Chao Peng, Chen Qian, Dahua Lin, He Du, Jinyang Li, John Yang, Kai Chen, Lin Shi, Ping Yang, Qicheng Zhang, Shunyu Yao, Wenhan Wu, Zhiyin Yu, Ziwei Tang

arxiv:2403.08604 v3 · 2024-03-13 · cs.CL · cs.SE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AQJGAKPNJGT4ZRKTEZUO7SOSJM}

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

9 papers in Pith

RigorBench: Benchmarking Engineering Process Discipline in Autonomous AI Coding Agents

Code-QA-Bench: Separating Code Reasoning from Documentation Memorization in Repository-Level QA

MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms

Can LLMs Produce Better Object-Oriented Designs than Human-Involved Development?

Receipt and verification

First computed	2026-07-05T09:49:03.284353Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04126029ed49a7ccc5532668efc9d24b10cd6d3a25e7b61f6b10a82381690837

Aliases

arxiv: 2403.08604 · arxiv_version: 2403.08604v3 · doi: 10.48550/arxiv.2403.08604 · pith_short_12: AQJGAKPNJGT4 · pith_short_16: AQJGAKPNJGT4ZRKT · pith_short_8: AQJGAKPN

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/AQJGAKPNJGT4ZRKTEZUO7SOSJM \
  | 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: 04126029ed49a7ccc5532668efc9d24b10cd6d3a25e7b61f6b10a82381690837

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ad8b070ac65cd5ded35390ca32b0a65f6d0012c3d2b90f04d289f48270c8c55d",
    "cross_cats_sorted": [
      "cs.SE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2024-03-13T15:13:44Z",
    "title_canon_sha256": "b6e5e3707a99220bb52ceb8718ad7527026b810aa317584931a361c09f97fde0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.08604",
    "kind": "arxiv",
    "version": 3
  }
}