Pith Number

pith:4AMDZFIH

pith:2026:4AMDZFIH2X7RY6OZNQXV3HLFUZ

not attested not anchored not stored refs pending

How Do Practitioners Build SE Agents? Insights from a Mixed-Methods Study

Chao Peng, David Lo, David Williams, Federica Sarro, Jieke Shi, Yunbo Lyu, Zhensu Sun, Zhou Yang

arxiv:2607.10856 v1 · 2026-07-12 · 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{4AMDZFIH2X7RY6OZNQXV3HLFUZ}

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

1 paper in Pith

We Must Have Missed This Comment: Detecting and Repairing Stale Function References in Linux Kernel Comments

Receipt and verification

First computed	2026-07-14T01:21:43.841474Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e0183c9507d5ff1c79d96c2f5d9d65a653e1fa51c7416f07f8182f9b8bd44ed9

Aliases

arxiv: 2607.10856 · arxiv_version: 2607.10856v1 · doi: 10.48550/arxiv.2607.10856 · pith_short_12: 4AMDZFIH2X7R · pith_short_16: 4AMDZFIH2X7RY6OZ · pith_short_8: 4AMDZFIH

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/4AMDZFIH2X7RY6OZNQXV3HLFUZ \
  | 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: e0183c9507d5ff1c79d96c2f5d9d65a653e1fa51c7416f07f8182f9b8bd44ed9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25d5ecfdd81654bd4ead18a22eb60c7c99984909bff4a499bd1cbac695536f35",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-07-12T17:40:36Z",
    "title_canon_sha256": "ecd22199891f5dcbdf57b069bb03add42ce08e0e89626b74ba852ae9124e0195"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.10856",
    "kind": "arxiv",
    "version": 1
  }
}