Pith Number

pith:MQUOYO6T

pith:2025:MQUOYO6TW2KD3NB27JUYQOP7N7

not attested not anchored not stored refs pending

How Developers Interact with AI: A Taxonomy of Human-AI Collaboration in Software Engineering

Christoph Treude, Marco A. Gerosa

arxiv:2501.08774 v2 · 2025-01-15 · 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{MQUOYO6TW2KD3NB27JUYQOP7N7}

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

4 papers in Pith

From Prompts to Context: An Ontology-Driven Framework for Human-Generative AI Collaboration

A survey of generative AI adoption and perceived productivity among scientists who program

Mise en Place for Agentic Coding: Deliberate Preparation as Context Engineering Methodology

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

Receipt and verification

First computed	2026-07-05T10:09:51.444265Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6428ec3bd3b6943db43afa698839ff6ff1bc2afbbc89161acb232cb7ff031349

Aliases

arxiv: 2501.08774 · arxiv_version: 2501.08774v2 · doi: 10.48550/arxiv.2501.08774 · pith_short_12: MQUOYO6TW2KD · pith_short_16: MQUOYO6TW2KD3NB2 · pith_short_8: MQUOYO6T

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/MQUOYO6TW2KD3NB27JUYQOP7N7 \
  | 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: 6428ec3bd3b6943db43afa698839ff6ff1bc2afbbc89161acb232cb7ff031349

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ca35c07673ec6fc57c6a53a1d638a2a6b69e1c68e8c0a74673871cd3f0465b94",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-01-15T12:53:49Z",
    "title_canon_sha256": "8e491c3dd77e0e9589bb89f0e5c28ff67a86d397dc95eb911a67a1fe186720d4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.08774",
    "kind": "arxiv",
    "version": 2
  }
}