Act inside your product.
Use the right data, permissions, tools, and customer context.
PRODUCTION ENGINEERING
FOR SEO + MARTECH PRODUCTS
AI AGENTSBUILT FORreal users,not demos.
ALTECH builds production AI agents inside the codebase your team already owns. The agent, the tools, and the system that keeps the work reliable.
WHAT THAT MEANS↓THE DEMO WORKED.
THEN USERS SHOWED UP.
01 / WHAT ALTECH BUILDS
What a production agent has to do.
Plan work, use your tools, change real product data, and recover when something goes wrong. The model is one component. I build the system around it.
Show what happened.
Give your team a clear record of every run, decision, and cost.
Fail without breaking things.
Resume safely instead of repeating work or losing state.
A product feature your team can own—not an AI side project.
02 / ONE REAL FAILURE
The write worked.The response timed out.
A customer asks the agent to publish 40 pages. Page 17 is saved, but the tool fails before it confirms the result.
- 01 / WHAT HAPPENED
The action succeeded. The confirmation did not.
- 02 / A DEMO RETRY
Run the step again and publish page 17 twice.
- 03 / A PRODUCTION AGENT
Check the saved work and continue from page 18.
A better prompt cannot fix this.The surrounding system can.
03 / HOW WE START
Bring one workflowyou don't trust.
Not an AI roadmap. One agent path that matters to customers and is not dependable enough to ship.
- 01
Read the system.
Code, traces, tools, data, deployment, and product intent.
- 02
Write the diagnosis.
The failure map, the smallest change, and how we prove it.
- 03
Fix and release.
I implement with your team and stay through production.
IN YOUR REPOSITORY / WITH YOUR ENGINEERS
FOUNDER / ENGINEER / BELGRADE
04 / WHO YOU WORK WITH
Here beforethe hype.
HERE FOR WHAT SURVIVES IT.
I've been building conversational AI since 2018. The labels changed. The hard parts didn't: context, state, integrations, and reliability.
ALTECH is small on purpose. You won't meet a salesperson and get handed to a junior. I take the first call, open the repository, write the change, and stay through the release.
CHECK THE HUMAN ↗BEST FIT: AN EXISTING AGENT WORKFLOW CUSTOMERS WANT,
BUT YOUR TEAM DOES NOT TRUST YET.
05 / START WITH THE MESS
Send theugly trace.
Three useful lines are enough: what the workflow does, what keeps breaking, and what “safe to ship” means to your team.
HELLO@ALTECHAGENTS.COM↗