You have a repetitive, judgment-heavy process eating your team's hours, research, triage, content production, data cleanup, and you keep hearing that AI can automate it, but every prototype you have seen falls apart the moment it touches real inputs. That is the gap I close. I build AI agents that run unattended against messy reality and produce work you can actually trust, not a slick demo that breaks on the second prompt.

What I Build

I build agentic systems with Claude Code and similar tooling that take a goal and carry it through to a finished result. That means agents that plan, call tools, check their own output, and stop when the job is done. Concretely I deliver subagents that each own one part of a workflow, MCP tools that connect an agent to your real systems like databases, APIs, file stores, and internal services, and orchestration that coordinates the whole thing so the pieces hand off cleanly instead of stepping on each other. The part most teams skip is the part I insist on. Every agent I ship has evaluators and quality gates built in, so the system grades its own work against criteria you define and refuses to pass garbage downstream. That is the difference between an automation you babysit and one you can leave running. I build research agents that gather and synthesize sources with citations, automation agents that move work through a multi step pipeline, and content pipelines that draft, review, and revise before anything reaches a human. If the task involves a decision a person currently makes by hand against a rule, an agent can usually take the first pass at it.

How I Work

I work solo, fast, and heavily AI augmented, which is exactly why I can ship agentic systems quickly. I use the same agent tooling on my own work that I build for clients, so I am not learning the craft on your budget. There is no account manager, no handoff between a strategist and three contractors who have never spoken, and no week lost to status meetings. You talk to the person writing the code. I start by scoping the work honestly. I tell you what an agent can reliably do today, what it cannot, and where a human still needs to stay in the loop, because an agent that is trusted with the wrong job is worse than no agent at all. Then I build in tight increments and keep you looking at real output the whole way, not a slideshow at the end. An agency has to staff up, coordinate, and mark up every hour to survive. I do not carry that overhead, so the same result reaches you faster and without the layers between you and the thing being built.

Proof

I ship this kind of system for myself, in public, on live products. Tool Index at Tool Index is a search product I built and run, and Melodex at Melodex is a music platform I designed and shipped. I also built Apatero Studio, an AI creative product that is live and in use. These are not portfolio mockups, they are running systems with real users, real data, and the same agentic and automation patterns I would bring to your project. You can see more of what I have built on my work page.

Common Questions

What does an engagement actually cover? I scope each one to a specific outcome, like a research agent that turns a query into a sourced brief, or a content pipeline that drafts and self reviews. We agree on what done looks like before I start, so there is no moving target. How long does it take? It depends on how many tools the agent has to touch and how strict the quality bar is, but because I work solo and move in small increments, you see a working version early and we sharpen it from there rather than waiting on a big reveal. How does pricing work? I price against the scoped outcome, not hours, and I tell you the shape of it up front. I do not pad estimates or surprise you at the end. If the scope grows, we talk about it before any work happens. How do we start? We get on a short call, you describe the process you want automated, and I tell you honestly whether an agent is the right tool and what the first useful version would look like. Ready to put an agent on real work? Book a call.