Pith Number

pith:JFJD7BZV

pith:2026:JFJD7BZVWNOJS3E2T2NZYQZR6J

not attested not anchored not stored refs pending

Agentic Coding in the Wild: Characterizing GitHub Copilot Traces at Production Scale

Banruo Liu, Esha Choukse, Haoran Qiu, \'I\~nigo Goiri, Ricardo Bianchini, Rodrigo Fonseca

arxiv:2608.00101 v1 · 2026-07-30 · cs.AI · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JFJD7BZVWNOJS3E2T2NZYQZR6J}

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	2026-08-04T00:32:16.452963Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

49523f8735b35c996c9a9e9b9c4331f247f5111c275f0b4a9b10ea1d734e9928

Aliases

arxiv: 2608.00101 · arxiv_version: 2608.00101v1 · doi: 10.48550/arxiv.2608.00101 · pith_short_12: JFJD7BZVWNOJ · pith_short_16: JFJD7BZVWNOJS3E2 · pith_short_8: JFJD7BZV

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/JFJD7BZVWNOJS3E2T2NZYQZR6J \
  | 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: 49523f8735b35c996c9a9e9b9c4331f247f5111c275f0b4a9b10ea1d734e9928

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4ef1fbd96195d5ca189e9cafa2bcf85c7aa7286042844bf6c4688ae56c26f52",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2026-07-30T20:51:51Z",
    "title_canon_sha256": "21a675ccb6a3d9c0dae92b959ae6d91dcc6ae42375ad497f72f58fdeb51f5f98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2608.00101",
    "kind": "arxiv",
    "version": 1
  }
}