Services
AI agent work
I build agent systems from the wire up -- I wrote hotdog, an open-source agent harness: 30,000+ lines of strict TypeScript, zero runtime dependencies, 3,400+ tests at 95%+ coverage, with prompt-injection defenses and sandboxed tool execution built in. That is the bar I bring to your codebase.
- Custom AI agents and tooling -- tool design, context management, safe execution boundaries
- Agent-workflow governance -- rulesets, test gates, and review pipelines that make agent-generated code trustworthy
- Vibecode rescue -- taking your prototype or agent-generated codebase over the finish line: tests, structure, security review
- AI integration into existing workflows and applications
Private & local LLM deployments
Agents on your hardware with your data. Open-weight model serving (llama.cpp, llama-swap), quantization tuned to your machine, and air-gapped or on-prem setups for compliance-bound environments -- I've built tooling in CMMC / NIST 800-171 contexts and run this stack daily on workstation hardware.
General software work
Fifteen years of full-stack, ops, and everything between -- also available:
Maintenance, upgrades & rescue
- Optimizing websites and scripts for performance and speed
- Fixing broken or outdated applications; adding features to existing software
- Dependency upgrades and major-version porting, including the difficult ones
- Automated test suites added to untested code, to make it safe to change
- Source code malware analysis and removal from production webapps
Custom development
- Websites and web applications, responsive up to modern standards
- CMS setup and modification, including WordPress and Drupal
- Desktop software, general scripting, wearables, and open-source customizations (e.g. QMK firmware)
DevOps & consulting
- Linux administration, automation, and process streamlining
- k8s, AWS, VPS, and on-prem server administration; web hosting (contact me to discuss rates)
- Web security audits
- Software vendor/solution evaluation; engineer hiring and skill screening
- Programming lessons and tutoring