Artem Mozgovoi
I'm a software engineer with zero procurement expertise.
Core trick
An agent loops over rule-flagged contract findings, logs its reasoning per step, and cross-checks every claim against the source data.
Description
I'm a software engineer with zero procurement expertise. I used Opus 4.6 as my research team: agents surveyed open-source tools, OECD bid-rigging methodology, and anti-corruption red-flag indicators.
That research became the knowledge base. Then I built Procurement Investigator in three days -- a CLI that codifies expertise locked behind $50K/year tools into open-source Investigation-as-Code.
The same Opus 4.6 that taught me the domain now runs inside as an autonomous investigative agent -- looping through flagged findings, following leads across government databases, and externalizing every thought via log_reasoning so you can read its reasoning like a detective's notebook.
Pointed at 7,259 FEMA COVID contracts with zero prior knowledge: it independently flagged Fillakit LLC (shipped soda bottles as test tubes, later investigated by the Senate) and Parkdale Mills ($532M sole-source). Every claim is automatically cross-checked against the data. Works without AI too, at zero cost.
README excerpt
# Procurement Investigator **One person. One command. $700 billion in public spending, audited.** > *Built by a software engineer with zero procurement expertise. Claude Opus 4.6 helped research the domain, architect the tool, and now powers the investigations. This is what "Break the Barriers" looks like.* > **Hackathon 2025 | Problem Statement #2: Break the Barriers** | [Sample Output](cases/fema-2026-02-12/README.md)      --- ## It Works: FEMA COVID-19 Emergency Procurement I pointed the tool at FEMA's 2020 pandemic procurement -- **7,259 contracts, zero prior knowledge of any specific vendor:** ```bash investigate run --subtier-agency="Federal Emergency Management Agency" \ --period=2020-01-01:2020-12-31 --deep --charts ``` The system independently flagged: | Vendor | Amount | What Was Found | Later Validated By | |--------|--------|---------------|------------| | **Parkdale Mills** | $532M | Convergence: vendor concentration + price outlier | Largest FEMA sole-source gown contract | | **Hanesbrands** | $175M | Convergence: concentration + price outlier | COVID emergency PPE reporting | | **3M Company** | $96M | Price outlier in safety equipment | GA