Pith Number

pith:KVMHJ3PS

pith:2025:KVMHJ3PSPCC327URCYNDFERUUI

not attested not anchored not stored refs pending

Walking the Tightrope of LLMs for Software Development: A Practitioners' Perspective

Christoph Treude, John Grundy, Rashina Hoda, Samuel Ferino

arxiv:2511.06428 v2 · 2025-11-09 · 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{KVMHJ3PSPCC327URCYNDFERUUI}

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.

Receipt and verification

First computed	2026-05-22T01:03:49.253416Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

555874edf27885bd7e91161a329234a239366006c96d50ff13d7130c85ab23fd

Aliases

arxiv: 2511.06428 · arxiv_version: 2511.06428v2 · doi: 10.48550/arxiv.2511.06428 · pith_short_12: KVMHJ3PSPCC3 · pith_short_16: KVMHJ3PSPCC327UR · pith_short_8: KVMHJ3PS

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/KVMHJ3PSPCC327URCYNDFERUUI \
  | 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: 555874edf27885bd7e91161a329234a239366006c96d50ff13d7130c85ab23fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d14ebd0c89a91e65f948ef8300656c43d9bc2a850f7258b373e51235c2d2a7e1",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-11-09T15:49:55Z",
    "title_canon_sha256": "4efe63b026e49bee55f2e7f883a781599fdbcc3f4dfb5753406b20285e2c6f94"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.06428",
    "kind": "arxiv",
    "version": 2
  }
}