INCTASOFT · AI ENGINEERING STUDIO

We prepare for landing.

An independent AI engineering house. Three products, one horizon — built by voice, shipped as real code.

Described and verified by our setpoint evals.

See the productsEngineering at $75 / hr

The house

Three products, one horizon.

One engine, three faces — plus the people who build them. Each product carries its own colour; the house keeps the calm between them.

ValkoVoice AI for everyoneValko builds on the edge — say: 'build a game in a single voice prompt.'ProtofacThe developer's harnessContext- and harness-engineering for builders — plans, roads, tasks and a wave-coordinator.SiynergiaOrchestration at team scaleWhere developers and teams meet and share the same engineered context.

Inctasoft is the engineering house these products are built in — boutique by design, AI-native in practice. We build by voice, ship real code, and keep the lights calm.

Engineering, direct

Need a hand from the people who build the products? We take on focused AI-engineering work and the technical side of larger contracts — directly, as the house.

$75 / hrStart a conversation

Writing

Notes from the house.

How we think about agentic engineering, setpoints, and shipping AI you can trust.

30 Apr 2026Setpoint Evals: Giving AI Coding Agents a Long HorizonThe high-dimensional binary setpoint language we use to describe — and verify — what an agent must achieve.Read →26 Apr 2026The Setpoint Problem: Why PID Loops for AI Agents Need More Than a SensorYou can regulate an agent only as well as you can define "done". The control-theory framing behind our evals.Read →30 Mar 2026The PID Regulator for AI Agents: a Tiny Hook That Made My Coding Agent Self-ImprovingA small feedback hook that turned a coding agent into one that learns from its own friction.Read →
All writing →

WORK WITH THE HOUSE

Let's talk.

Tell us what you want to build — products, partnerships, or direct engineering. Add a quick diagram if it helps. We read every message.