DESIGN.mdA
DESIGN.md from nebius/nebius-physical-ai is a DESIGN.md file: the design rules coding agents follow in that repo.
mdr add nebius/nebius-physical-ai/DESIGN.md@git:20260906.525ee24Pins git:20260906.525ee24 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- DESIGN.md file
- Repository
- nebius/nebius-physical-ai
- Path
DESIGN.md- Versions recorded
- 4
- Latest version
- git:20260906.525ee24, committed Sep 6, 2026
- First version recorded
- Jul 31, 2026
- Size
- 43,327 bytes
- Repository stars
- 45
- License
- Apache-2.0
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# DESIGN — real parallel execution and real runtime control flow for `npa.workflow/v0.0.1` This document covers the two tiers added to the `npa.workflow` engine: 1. **Parallel execution** — a spec can declare a fan-out group that launches as genuinely concurrent SkyPilot jobs, with a barrier and bounded concurrency. 2. **Runtime control flow** — an orchestrator above `build_scheduler_task` that submits a wave, polls it to a terminal state, reads the *actual* decision artifact from S3, and replans: real early-exit, real data-dependent branching, retry/idempotency/resume, and a trigger/watch pattern. Both are **additive and opt-in**. Every pre-existing spec plans, renders and submits exactly as before, and the plan-time `--assume-decision` path is retained as the offline/plan-only mode. --- ## 1. Where the engine was | Layer | Behaviour before this change | | --- | --- | | `interpreter.build_plan` | Statically unrolls loops (`for iteration in range(1, max+1)`) into a flat serial plan; the loop-exit predicate is fed a **plan-time assumption** (`--assume-decision`) | …
Read the whole file at its exact version.
How to install
mdr add nebius/nebius-physical-ai/DESIGN.md@sha256:d48ac809caf26d1eThe line at the top of this page pins the label git:20260906.525ee24, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_br2hdulkvod2wgqw)
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Versions
The registry has recorded 4 versions of this file, between Jul 31, 2026 and Sep 6, 2026, about one every 13 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260906.525ee24 latest | 2026-09-06 | 525ee24 | 43,327 B | A | view · diff |
| git:20260830.7e83781 | 2026-08-30 | 7e83781 | 43,323 B | A | view · diff |
| git:20260802.5fa1771 | 2026-08-02 | 5fa1771 | 41,737 B | A | view · diff |
| git:20260731.aa555d7 | 2026-07-31 | aa555d7 | 23,593 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (43327 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nebius/nebius-physical-ai · 45 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_br2hdulkvod2wgqw GET https://markdownregistry.com/api/v1/resolve?ref=nebius/nebius-physical-ai/DESIGN.md GET https://markdownregistry.com/api/v1/blob/d48ac809caf26d1e818e49d72acdaf3cda18c06aabe69c2ffc1147af8672f261
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Guides: what DESIGN.md is and how agents use it · which agent file does what.
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