Operations leader and platform builder. Available for advisory engagements on AI operations, fleet control, and autonomous systems.
Location: SF Bay Area
Handle: @drewbeyersdorf
Availability: Open to advisory conversations. Not actively seeking employment.
Philosophy: "Agents build brain, brain improves agents. Build, don't buy."
Strategic Core
A production-grade suite of 9 internal tools serving a premium DTC consumer brand. Comprehensive automation for logistics, labor, and knowledge retrieval.
Safety monitoring across carrier APIs and weather data.
PRODUCTIONLive fleet operations dashboard. Real-time coordination.
PRODUCTIONScheduling + bookkeeping integration. Unit-level cost tracking.
PRODUCTIONSemantic search over production-scale document embeddings.
PRODUCTION"Do one example right. Claude replicates the pattern. Every new tool is fast. Backend remains pure; frontend remains thin. Everything follows the established boilerplate."
Experimentation surface for proving speed and testing new architectural patterns.
AI-drafted platform-specific posts that won't get you banned. You still hit submit.
DEPLOYEDPaste a citation, get the source. Reverse-lookup for academic and legal citations.
LIVEDaily-updated changelog for major LLMs. What changed, what broke, what to migrate.
DEPLOYEDAutomated cannabis regulatory monitoring. Email alerts when state rules change.
DEPLOYEDContext window budget tracker for LLM apps. Count tokens before you send them.
DEPLOYEDSecurity gateway for MCP servers. Rate limit, audit log, and block abuse.
DEPLOYEDMulti-provider LLM router. Failover, cost routing, one API.
Cross-device Claude Code session sync. Pick up where you left off.
Deterministic test input randomizer for reproducible fuzzing.
| Project | Posts |
|---|---|
gemini-d2a | 10 |
postpilot | 10 |
agent-cost-dashboard | 8 |
agent-state-manager | 8 |
demo-engine | 8 |
local-mcp-registry | 8 |
"Operations leader turned platform builder. What started as small tools to track labor cost, delivery risk, and menu margin became a multi-tool internal platform that runs the business. This is the substantive work."
"In parallel: a micro-service portfolio as experimentation surface. Faster feedback loops, smaller blast radius, a place to prove speed and autonomy without touching the production platform."
Philosophy: build, don't buy. P&L first. Open to advisory conversations on AI operations, fleet control, and autonomous systems. Not actively seeking employment.