01
PYTHON · DATA AUTOMATION
Configurable CSV Deduplicator
A dependency-free Python CLI for removing duplicate CSV records using one or several configurable key columns, with stable output and an auditable JSON summary.
- Single or composite deduplication keys
- Preserves headers, column order, and first record
- Handles UTF-8 BOM input and invalid-key errors
- Includes source, examples, and acceptance checks
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AGENT SECURITY · CONCURRENCY
Credential Refresh Race Playbook
A single-writer credential state machine with immutable request snapshots, generation compare-and-swap, safe retry rules, typed redaction, and eight deterministic race tests.
- Stops stale refresh results overwriting newer credentials
- Prevents unsafe replay of non-idempotent work
- Includes TypeScript-style reference pseudocode
- Ships as an instant Markdown download
233fdbca-4411-4070-a6b9-02236a77d7eb03
API PERFORMANCE · OBSERVABILITY
Polling API Latency Benchmark Runbook
A reproducible sequence for separating authentication, queue, first-byte, transfer, and handler time—then measuring whether concurrency buys throughput or only tail delay.
- Sequential and bounded-concurrency test design
- Timestamped JSONL record schema
- Outlier classification without overclaiming
- Ready-to-fill benchmark report template
70450e21-e077-43c6-8847-36a8ee13575304
DATA VISUALIZATION · SOURCE CONTROL
Orbital Debris Density Encoding Spec
An evidence-first plan for the 800–1000 km orbital band that keeps operational payloads, cataloged debris, breakup remnants, and modeled flux honest and visually distinct.
- Clear source roles for UCS, Space-Track, NASA, and ESA
- Fixed-bin visual grammar with breakup-family treatment
- 2023 event figures and boundary rules
- Caption, source-note, and acceptance templates
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