◆ SERVICE

AI agent development services

LLM agents that do real work — not loops that hallucinate tool calls. We build agents with bounded autonomy, deterministic fallbacks, and full audit trails.

◆ WHY MIR

Why teams pick us

Senior-only team

Every engineer ships production code. No staffing-pyramid markup, no junior-tax. 9+ years building outsourced product teams for venture-funded clients.

Live products, not slides

JobCannon (B2C SaaS, live), Make It Real Academy, MIR Foundation. We use what we ship and we ship what we sell.

Operators, not order-takers

Our team has built and shipped products end to end. We engineer like operators because we are operators — focused on your outcome, not billable hours.

◆ STACK

What we build with

Claude / GPT tool use Vercel AI SDK LangGraph (when needed) Inngest / Temporal for durable steps OpenTelemetry for tracing
◆ PROCESS

How we ship

  1. Map the workflow first — agent only when a deterministic flow can't.
  2. Bound the tool space; never give the agent more than it needs.
  3. Add eval harness for each tool call + end-to-end task success.
  4. Ship with cost ceilings, kill-switches, and human review paths.
◆ REFERENCES

Recent work

JobCannon — production AI/SaaS career platform: 1500+ skills, 2500+ careers, multi-locale, payment-grade Stripe integration. Built end-to-end with the same Agent development stack we'd put on your project.

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◆ THE MAKE IT REAL NETWORK

Build it, or staff it

Engineering is one piece. When you'd rather hire your own team, drive growth, or vet a candidate, the rest of the network runs the same operator playbook.

◆ START A PROJECT

Tell us what you're building

We respond within 24 hours. NDA available on request.