Shipping
Jul 19VantageA six-week blind spot in the knowledge base — found, closed, and guarded. Fifteen…Jul 17VantageAuth-drift root-caused as the mirage behind a 93-test 'code regression'. Every test using…Jul 16A11yReadyFive reliability fixes closed the gaps a large hands-on review exposed — each shipped…Jul 16VantageFirst end-to-end MEDIC pipeline validation on live baseline data — cluster → LLM…Jul 15A11yReadyA hands-on review of a 41-document batch — spanning new document types the pipeline…Jul 13A11yReadyMeasurement you can trust, plus a reviewer loop that actually learns. A new…Jul 11VantageURL/tab root-cause fix — every editreferral test 404-ed since inception. +298 net…Jul 9Civic SentinelRenamed to Civic Sentinel; the presentation now carries a live nightly metrics strip…Jul 6A11yReadyThe self-improving loop now closes on formatting — the pipeline's single biggest…Jul 6VantageVision extractor + sweep-CLI + Tier 1 production hardening — three shippable wins in one…Jul 19VantageA six-week blind spot in the knowledge base — found, closed, and guarded. Fifteen…Jul 17VantageAuth-drift root-caused as the mirage behind a 93-test 'code regression'. Every test using…Jul 16A11yReadyFive reliability fixes closed the gaps a large hands-on review exposed — each shipped…Jul 16VantageFirst end-to-end MEDIC pipeline validation on live baseline data — cluster → LLM…Jul 15A11yReadyA hands-on review of a 41-document batch — spanning new document types the pipeline…Jul 13A11yReadyMeasurement you can trust, plus a reviewer loop that actually learns. A new…Jul 11VantageURL/tab root-cause fix — every editreferral test 404-ed since inception. +298 net…Jul 9Civic SentinelRenamed to Civic Sentinel; the presentation now carries a live nightly metrics strip…Jul 6A11yReadyThe self-improving loop now closes on formatting — the pipeline's single biggest…Jul 6VantageVision extractor + sweep-CLI + Tier 1 production hardening — three shippable wins in one…

Products

Apps & ventures I've built

Side products I build to stay sharp — the same architecture patterns and shipping discipline I bring to embedded program work. SaaS platforms, agentic systems, and research tools, all shipped solo.

Featured

GTM Teardown

GTM Teardown

AI-Powered Go-To-Market Strategy Platform

SaaS application that produces a complete go-to-market playbook for any website in under 10 minutes. Nine specialized AI agents crawl the site, research the market, benchmark competitors, and assemble a 10-section strategic report — delivered with real-time streaming progress.

9-agent LangGraph pipeline: Planner → Crawler → Analyzer → Researcher → Strategist → Synthesizer
10-section reports: competitor analysis, GTM strategy, 30/60/90 roadmap, copy kit, ad copy, growth experiments
GPT-4o vision scoring on page screenshots for visual design feedback
Real-time SSE streaming — quick scan results at ~3 min, full report at ~10 min
Anti-generic prompt engineering with banned-phrase lists and citation requirements
3 tiers (Free / Pro $29/mo / Agency $79/mo) + white-label for Agency users

+2 more

FastAPIReactLangGraphCeleryPostgreSQLRedisPlaywright+3
gtmteardown.com

All Projects

DissertationAI

DissertationAI

Full-Stack SaaS — Multi-Agent Academic Analysis Platform

Live

Full-stack SaaS application built from scratch as a solo developer. 11 specialized AI agents run concurrently against uploaded dissertations, each targeting a different evaluation dimension — methodology, literature, argumentation, statistics, APA compliance, writing clarity, and more — producing structured, severity-rated findings with real-time WebSocket progress streaming.

11 concurrent AI agents with structured output schemas and severity-rated findings
Real-time WebSocket progress streaming with JWT-authenticated connections
Committee simulation engine — generates predicted defense questions from member profiles
Follow-up AI chat with full document and analysis context awareness

+4 more features

Next.js 16React 19FastAPIGPT-4oClaude+7
www.dissertationai.app
Clearview Politics

Clearview Politics

AI-Native Political News Platform

Live

Fully autonomous political news platform that reads hundreds of sources across the spectrum, clusters related coverage, synthesizes multi-source stories, audits each one for bias, and publishes to the live site and three social platforms — all without daily human input. Seven AI agents orchestrated across 17 cron jobs.

7 autonomous agents: VelocityDetector, Editor, CopyEditor, SocialProducer, SocialPoster, CongressBeat, SourceHealth
~10 min breaking-news latency from story break to live site via velocity detection (3+ source convergence)
Multi-source synthesis: GPT-4o writes stories; Claude Haiku audits for bias and loaded language
HDBSCAN clustering over pgvector embeddings — no fixed cluster count needed

+5 more features

Python 3.12FastAPIPostgreSQLpgvectorGPT-4o+5
clearviewpolitics.com