Agent architecture
Tool use, planning, memory and routing designed around your real task — not a demo that breaks in week two.
◢ hire · agents
I design and build AI agents that actually do work — research, draft, take actions and operate your tools — with the memory, guardrails and observability needed to trust them in production.
Concrete, hands-on ai agent developer work — scoped to your goals and shipped to production.
Tool use, planning, memory and routing designed around your real task — not a demo that breaks in week two.
I give agents safe access to your APIs, databases and apps so they can take real actions, not just chat.
Evaluation harnesses, approval steps and limits so your agents stay accurate, safe and on-budget.
Scalable, observable deploys with logging and cost controls — ready for real users and real load.
A free 30-minute call to map your goals, current stack and where agent development support will move the needle fastest.
You get a clear, fixed-scope proposal — milestones, timeline and pricing. No vague retainers, no surprises.
I build in the open with you, shipping working increments weekly so you can use it (and steer it) the whole way.
Clean code, docs and a walkthrough so your team owns it. Optional ongoing support if you want me on call.
I use LangChain and direct SDKs from OpenAI and Anthropic depending on what the job needs. I pick the lightest framework that gives you reliability and observability, not the trendiest one.
Every agent ships with guardrails: scoped tool permissions, approval steps for risky actions, evals that catch regressions, and hard limits on spend and loops. You stay in control.
Yes. I give agents safe, scoped access to your APIs, databases and SaaS tools so they can take real actions — create records, send messages, run queries — within boundaries you approve.
Book a free 30-minute discovery call. I'll tell you honestly whether I can help, what it'll take, and what it'll cost.
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