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Technical Manuals — Record Sequence Diff
x402
Technical Manuals — Record Sequence Diff is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.035038/call, status unknown (last checked 2026-10-19).
Compares two ordered lists of procedure steps, identifying inserted, deleted, and reordered steps across before/after sequences with pinned digest tracking.
Price / call$0.035038
Success—
StatusUnknown
How this service works
Compare supplied procedure-step order and pinned digests across extracts. Inserted steps are distinct from reordered shared steps; no execution plan or safety assessment. Offline typed nonpersonal metadata only. Result retention: 24 hours; minimal receipt metadata: 90 days.
Output
Returns a structured diff of the two step sequences, distinguishing inserted steps (new, not present in before) from deleted steps (present in before but not after) and reordered shared steps (present in both but at different positions), along with pinned digest comparisons. No execution plan or safety assessment is included. Results retained for 24 hours; minimal receipt metadata retained for 90 days.
Example use cases
Detecting unauthorized step insertions in SOP
“We have a before and after snapshot of our lab SOP procedure steps — can you diff them and tell me which steps are brand-new insertions versus ones that were just moved around? Both lists are public synthetic data.”
Auditing manufacturing procedure revision
“Our manufacturing team updated a 15-step assembly procedure. Here are the old and new step sequences — diff them for me so I can see if any steps were added, removed, or just reordered. Flag it as public data.”
Verifying technical manual step order integrity
“I need to compare two versions of a maintenance procedure — the original had 12 steps and the revised version has 11. Can you run a sequence diff and distinguish between steps that were dropped versus ones that were shuffled around? Mark as synthetic data.”
Technical details
Endpoint
POSThttps://www.mahastrategies.com/api/v1/context/technical-manuals/record-sequence-diff?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to precisely distinguish between newly inserted procedure steps and steps that were merely reordered across two sequential versions of a technical manual or procedure document, without needing execution planning or safety analysis. It is especially suited for offline, typed, non-personal metadata scenarios involving public or synthetic data classifications. Use it over generic text diff tools when step-level identity and digest pinning matter.
Side effects
- Input arrays exceed 32-item limit — request rejected
- nonpersonalMetadata field not set to true — request rejected
- dataClass not set to 'public' or 'synthetic' — validation error
- Malformed step entries that cannot be parsed — diff may be incomplete
- Empty before and after arrays — returns empty diff with no meaningful output
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| after | array | |
| before | array | |
| dataClass | string | |
| nonpersonalMetadata | boolean |
Tags
x402
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