Pith Number

pith:X2WRWUJK

pith:2025:X2WRWUJKVUAU5LSS7NKNMTXG7Q

not attested not anchored not stored refs pending

Novice Developers' Perspectives on Adopting LLMs for Software Development: A Systematic Literature Review

Christoph Treude, John Grundy, Rashina Hoda, Samuel Ferino

arxiv:2503.07556 v2 · 2025-03-10 · 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{X2WRWUJKVUAU5LSS7NKNMTXG7Q}

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

3 papers in Pith

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

From Junior to Senior: Allocating Agency and Navigating Professional Growth in Agentic AI-Mediated Software Engineering

Mitigating Prompt-Induced Cognitive Biases in General-Purpose AI for Software Engineering

Receipt and verification

First computed	2026-07-05T11:46:40.986259Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bead1b512aad014eae52fb54d64ee6fc0dbad5b6c86baad3dc2329935a3495f1

Aliases

arxiv: 2503.07556 · arxiv_version: 2503.07556v2 · doi: 10.48550/arxiv.2503.07556 · pith_short_12: X2WRWUJKVUAU · pith_short_16: X2WRWUJKVUAU5LSS · pith_short_8: X2WRWUJK

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/X2WRWUJKVUAU5LSS7NKNMTXG7Q \
  | 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: bead1b512aad014eae52fb54d64ee6fc0dbad5b6c86baad3dc2329935a3495f1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2bba18fe3a0fc65c9a39bb0367b7913a921fbe8172ae6054451c9ec148a56dd0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2025-03-10T17:25:24Z",
    "title_canon_sha256": "26e742f4814689d8099fcff75391f35ed4d695b87ce3117479a627dae63f47ce"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.07556",
    "kind": "arxiv",
    "version": 2
  }
}