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2026
AGENTIC SOFTWARE ARCHITECT
→ AI-NATIVE SYSTEMS

The Agentic
Civilization
Is Being Built.

Jakub Bares — AI Software Designer & Architect
Building agentic systems for companies that refuse to wait. 20+ products in market.
JAKUBBARES.COM SCROLL ↓

AGENTIC
ARCHITECTURE.

Most software is a tool. You click it. It responds.

Agentic software is different. It reasons. It decides. It acts — on your behalf, at scale, without you in the loop. Designing that requires a different discipline.

Who has authority over what? Where does the agent stop and the human begin? What happens when the model is wrong? How does the system compound without compounding errors?

These are the questions I answer before a single line of code is written.

WHAT I DESIGN
◈
Goal Architecture
The structures that make agents purposeful — not just responsive.
◈
Trust Boundaries
Where agents act autonomously. Where humans must decide.
◈
Evaluation Loops
The feedback mechanisms that make agentic systems improve over time.
◈
Integration Layers
Clean connections to what you already have — no black boxes.
Then I build. 15 products shipped. In market. Running now.
SECTION_02 // METAMATICS.VENTURES
Metamatics Ventures
Intelligence Infrastructure for Europe.

A European venture builder studio pioneering Software 3.0 applications — AI-native platforms built around the intelligent capabilities of large language models. We don't build features. We build intelligence infrastructure: the operating layer that transforms how industries think, decide, and act.

Partner-led model. We co-build with visionary operators who have domain expertise and existing customers — not founders with ideas.
Digitize the analog giants. Europe's €10M–€500M established businesses are the biggest untapped AI opportunity. We build with them, not for them.
Systems over point solutions. Think AWS for intelligence — shared infrastructure, vertical expansion, data moats that compound.
20+
Ventures
Launched
6
Verticals
Covered
5
In Active
Deployment
1
Autonomous
OS in Build
Core Thesis
The biggest opportunity in Software 3.0 is not building for digital-native companies. It's digitizing the analog giants.
Thousands of established European businesses have existing customer bases, proven operations, and domain expertise — but no intelligence infrastructure layer. We build that layer with them. 80% shared platform, 20% vertical-specific. Every deployment creates a data moat.
C
Complexity
Complexity
The Ownership Operating System for Agentic Companies
The biggest waste in corporations
is not that people work slowly.
It's that people work on the wrong things.
Complexity gives every person in your company agents that help them ask: "What is the highest-value thing I can improve from my position?" Then agents execute the work. Humans make the judgment calls. Everything links to KPIs. Every improvement is attributed and measured.

Not a productivity tool. An ownership amplification system.

THE SIX LAYERS
01 · Responsibility
Who owns what, and why it matters. The map of accountability across your company.
02 · Objectives
KPIs that define success. Every agent action links to a measurable outcome.
03 · Signals
What the company is telling you, interpreted. Structured intelligence flow between departments.
04 · Opportunities
Ranked list of what's worth doing next. Not tasks. Value opportunities, scored.
05 · Execution
Agents that do the work. Research, analysis, drafting, coding, automation, coordination.
06 · Attribution
Who created value and how much. The ledger that makes invisible contribution visible.
SECTION_04 // THE PORTFOLIO
27 live products across 6 verticals. Every one is online — click through.
AI & Agents
complexity.dev
Runs your Claude skills on a schedule — and refuses output it cannot verify
syntagraph.com
Evidence-backed hypergraph engine for agents — records only what it can prove
holotext.ai
Answers from your own mail, drives and notes, with sources
mnemory.me
Meeting copilot that remembers — in Teams, Zoom, Meet and more
lexenaut.com
Control your whole Mac by voice — dictation runs on-device
lucidassistant.com
Learns how you work and puts your mail, chats and calendar in order
Agents for Business
orchestrary.com
Deployment-first AI agent consulting — production agents, handed over
primespect.io
AI LinkedIn outreach — scores leads and writes the messages
kleodo.com
LinkedIn posts with a source for every sentence
metamatics.org
Czech non-profit — science with agents and open tools
Civic Tech & State
holoprism.ai
Follow any area — sources found, checked and watched for you
ceskyindex.cz
What went right in Czechia, from the people who did it
mapastatu.cz
Explorer of the Czech Register of Rights and Obligations
beliefnomics.com
A thousand everyday beliefs across 80 aspects of Czech society
cosmopoll.com
Listens to a debate, maps the topics, the room votes by phone
Research & Knowledge
frontierpath.io
Maps a field's research frontier and ranks what's next
unconstruct.io
Decompresses any paper into simple, explained diagrams
noeverse.com
Turns any podcast or lecture into a navigable argument graph
wuyud.com
The board that thinks with you
hardfrontier.org
500 civilisational problems — what the hardest have in common
versecut.io
AI-native editor for spoken-word video
Education
aether.university
A university built on integration, not specialisation
vibeclass.cz
Lessons, videos and a glossary for building with AI
Manifestos & Community
agent-driven.org
Transforming Europe into an agent-driven society
axiocracy.org
Rule by value created — credit agreed before the work begins
sentienceaccord.org
A charter for the right to companionship and the inviolability of artificial minds
audhd.cz
Czech neurodivergence platform — ADHD & autism
27
SECTION_05 // FULL SERVICES

What I Build. What I Offer.

Every engagement starts with a conversation. No retainers until we both know it's right.

◯
Venture Building
I build AI-native companies from the ground up. From thesis to architecture to production deployment. The Metamatics model.
AI-native platform design
MVP to production in weeks
Agent architecture & orchestration
Equity-based co-founding
+ BUILD TOGETHER
◈
Complexity Platform
Deploy the Complexity Ownership OS inside your company. Every team gets agents. Every improvement links to KPIs. You direct strategy.
Responsibility mapping & KPI setup
Agent workflow design
Integration with your stack
Attribution & value ledger
+ DEPLOY COMPLEXITY
→
Agentic Product Design
I design the system before it's built: goal architecture, trust boundaries, agent workflows, evaluation loops, integration layers.
Architecture document
Technical spec
Working prototype
4–12 week engagement
+ DESIGN CONVERSATION
⚡
Embedded Architect
For teams already building who need a senior agentic architect in the room. I join the build, review decisions, close gaps.
System reviews & audits
Architecture decisions
Agent workflow optimization
Ongoing · min. 2 months
+ EMBED WITH US
◯
AI Strategy Advisory
C-suite advisory on agentic transformation, AI governance, and organization design. What to build, what to stop, how to govern.
Agentic transformation roadmap
AI governance framework
AI-native org design
Board & investor comms
+ ADVISORY CONVERSATION
◈
Speaking & Keynotes
High-impact keynotes on agentic software architecture, the ownership OS, and building AI-native companies at the frontier.
Conferences & summits
Company off-sites
Investor & board events
University lectures
+ BOOK A KEYNOTE

EXECUTIVE
DEVELOPMENT.

You don't need another AI course. You need someone who has actually built the thing — and can translate the frontier into decisions you can make on Monday morning.

I train founders, executives, and operators to think in systems, act at the frontier, and build organizations that survive a speciation event.

Not theory. 20+ ventures of pattern recognition.

"The builder's advantage is not that they know more. It's that they've failed fast enough to know what's true."
01
1:1 Executive Coaching
1-ON-1
Deep, ongoing coaching for founders and senior executives. Designed around your specific context — strategy, people, product, and the existential questions you can't ask your board.
FORTNIGHTLY SESSIONS STRATEGIC CLARITY AUDIO-INFORMED FULL CONFIDENTIALITY
02
Corporate AI Literacy Program
CORPORATE
Full-day or multi-day intensive for leadership teams. Takes executives from "we should probably do something with AI" to a clear internal mental model and a decision framework they own.
TEAM WORKSHOPS AGENTIC MINDSET CUSTOM CURRICULUM ACTION PLANS
03
Builder Mentoring Cohort
GROUP
A small cohort (6–10) of founders and operators building in the agentic era. Monthly sessions, shared accountability, frontier frameworks. For builders who want to go fast together.
CURATED COHORT MONTHLY SESSIONS PEER LEARNING LIVE APPLICATION
04
Keynote & Conference Speaking
KEYNOTE
High-impact keynotes on the agentic civilization, speciation event, neurodivergent leadership, and the builder's thesis. For conferences, company off-sites, and investor events.
SECTION_07 // REACH
MANIFESTO

Agent-Driven
Civilization
Manifesto

agent-driven.org  →
I.
The agentic era is not a feature update. It is a civilizational phase transition. Most people are not ready for this sentence to be literal.
II.
The builders who ship will write the rules. The rest will follow them. There is no middle ground in a speciation event.
III.
Neurodivergent minds were built for this moment. Pattern recognition at scale is not a disability. It is a design specification.
IV.
An agent that works while you sleep is not a product. It is a civilization primitive. Build with primitives, not with features.
V.
Power without virtue creates monsters. The civilization builders carry both. Agency without ethics is just automation with better excuses.
VI.
The companies that survive will stop hiring humans to do what agents can do — and start hiring humans to do what agents cannot. Start today.
— Jakub Bares
agent-driven.org →
PHASE
SHIFT.
WRITE
THE RULES.
SPECIFICATION.
PRIMITIVE.
CANNOT.
AXIOCRACY

The Axiocracy
Manifesto

axiocracy.org  →

A Declaration of the Rule of Value Created. Axiocracy — from the Greek axia, worth, and kratia, rule: the rule of value created, credited against goals agreed before the work begins. We hold these truths to be self-evident:

I.
That value is created by people, and not conferred on them by rank.
II.
That every person who creates value is owed a true account of it.
III.
That the account must be agreed before the work begins, and not invented after it ends.
IV.
That no one may judge the value of another in secret, alone, or without appeal.
V.
That credit for value is not the measure of a person's worth, and that no ledger may claim otherwise.
VI.
That whenever an order of credit rewards position over contribution, signature over substance, and luck over labour, the people have the right to replace it with one that counts what they actually do.
axiocracy.org →