Pith Number

pith:YBINWY4J

pith:2025:YBINWY4J7DCWOIIZQXLH74C7KW

not attested not anchored not stored refs pending

Professional Software Developers Don't Vibe, They Control: AI Agent Use for Coding in 2025

Avery Reyna, Brian Hempel, Haijun Xia, Ruanqianqian Huang, Sorin Lerner

arxiv:2512.14012 v2 · 2025-12-16 · cs.SE · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YBINWY4J7DCWOIIZQXLH74C7KW}

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

7 papers in Pith

The impact of artificial intelligence on enterprise software user roles

Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study

Coding with "Enemy": Can Human Developers Detect AI Agent Sabotage?

Human oversight of agentic systems in practice: Examining the oversight work, challenges, and heuristics of developers using software agents

"Skill Issues'': Data-Centric Optimization of Lakehouse Agents

Receipt and verification

First computed	2026-08-20T00:24:53.479170Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c050db6389f8c567211985d67ff05f55a056b772920fe141bca6821ecda78490

Aliases

arxiv: 2512.14012 · arxiv_version: 2512.14012v2 · doi: 10.48550/arxiv.2512.14012 · pith_short_12: YBINWY4J7DCW · pith_short_16: YBINWY4J7DCWOIIZ · pith_short_8: YBINWY4J

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/YBINWY4J7DCWOIIZQXLH74C7KW \
  | 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: c050db6389f8c567211985d67ff05f55a056b772920fe141bca6821ecda78490

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "314571d53353ad0af9db3a820da9f42ac7b3bc840d931e0c91713ee9f86ecdba",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-12-16T02:15:06Z",
    "title_canon_sha256": "dedf65825436e86bef04e705e040278bda3abf9f9ace2dfd0c2b3acab8d4613e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.14012",
    "kind": "arxiv",
    "version": 2
  }
}