Pith Number

pith:6B66HKCW

pith:2026:6B66HKCW4ZKTVOXGJPBM7H6DVE

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The AI-Native Large-Scale Agile Software Development Manifesto

Fredrik Palmgren, Marcus Ohlin, Nishrith Saini, Ricardo Britto

A manifesto redefines large-scale agile software development by treating AI as a first-class participant rather than a supporting tool.

arxiv:2605.07717 v2 · 2026-05-08 · cs.SE · cs.AI

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3 Author claim open · sign in to claim

4 Citations open

5 Replications open

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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.

Claims

C1strongest claim

We present the AI-Native Large-Scale Agile Software Development Manifesto: a set of values and principles that redefine how large-scale software development is organized when AI becomes a first-class participant rather than a peripheral tool.

C2weakest assumption

That the six listed principles will successfully shift large-scale development to an intelligent, adaptive system when AI is treated as a first-class participant, without new coordination failures or reliability problems arising from current AI limitations.

C3one line summary

The AI-Native Large-Scale Agile Software Development Manifesto redefines large-scale software development by positioning AI as a first-class participant through six principles that enable parallel, intent-driven, and continuously learning processes.

Formal links

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Receipt and verification

First computed	2026-05-25T02:01:22.716443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f07de3a856e6553abae64bc2cf9fc3a9055d703247d4dbfadd83396c506a0095

Aliases

arxiv: 2605.07717 · arxiv_version: 2605.07717v2 · doi: 10.48550/arxiv.2605.07717 · pith_short_12: 6B66HKCW4ZKT · pith_short_16: 6B66HKCW4ZKTVOXG · pith_short_8: 6B66HKCW

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Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/6B66HKCW4ZKTVOXGJPBM7H6DVE \
  | 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: f07de3a856e6553abae64bc2cf9fc3a9055d703247d4dbfadd83396c506a0095

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "afe27b4e53a01bc3915d9a5dde8988dbd425b29d7ed1fb23bc24a41cf9e68ec4",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SE",
    "submitted_at": "2026-05-08T13:20:33Z",
    "title_canon_sha256": "049d6fec1f3dfbcad118977e4463c219292539ed576b9555a949c15a9d71d0ec"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.07717",
    "kind": "arxiv",
    "version": 2
  }
}