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Short field notes from XYZ on agentic operations, practical AI systems, and the venture ideas we are putting under real pressure in Berlin.

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Should We All Now Build Our Own Internal Tools with AI?

April 30, 2026

Should We All Now Build Our Own Internal Tools with AI?

AI makes custom internal software much easier to produce. The harder question is still what to build, what to buy, and how to avoid ending up with a stack of half-supported internal tools.

Strategy Operations Agentic Workflows AI Economics
The AI Adoption Dilemmas Facing Small Businesses

April 29, 2026

The AI Adoption Dilemmas Facing Small Businesses

Small companies know they need to work with AI, agents, and workflow automation. The hard part is choosing where to start without creating hidden operational, privacy, and reliability problems.

Small Business AI Operations Agentic Workflows
How to Fix a Failing AI Workflow

April 28, 2026

How to Fix a Failing AI Workflow

If an AI workflow keeps failing in the same way, the fix is usually better workflow design: clearer task boundaries, stronger guard rails, and earlier review steps.

Operations Agentic Workflows Strategy
Why Your Business Needs an AI Ops Layer Now

April 23, 2026

Why Your Business Needs an AI Ops Layer Now

Many businesses are spending more and more extra time just to keep up. The volume and speed of business communication now outruns human-only operations.

Operations Small Business Agentic Workflows
Everybody is a developer now. What happens next?

April 21, 2026

Everybody is a developer now. What happens next?

AI-native software development is getting easier fast. The hard part is no longer generating an app or website. The hard part is judgment: architecture, security, UX, data, and operational control.

Strategy Operations Agentic Workflows AI Economics
Stop Fixing the Same AI Mistake Twice

April 16, 2026

Stop Fixing the Same AI Mistake Twice

If your team keeps correcting the same AI writing mistakes by hand, the real problem is not the draft. The real problem is that your editorial workflow has not turned the lesson into a rule.

Operations Agentic Workflows Writing
Why Agentic Workflows Need Payment Layers

April 15, 2026

Why Agentic Workflows Need Payment Layers

Agentic workflows stop at the point of purchase unless they have a controlled way to pay, with scoped permissions, spend limits, isolated records, and human review where it matters.

Agentic Workflows Operations Automation Strategy
Skill Trees for AI Users

April 14, 2026

Skill Trees for AI Users

AI value does not come from one magic prompt. It comes from the skills users build over time, from asking better questions to designing repeatable workflows.

Strategy Operations Agentic Workflows
DECK/DOCS: How we make automatic sales decks & docs from basic deal data

April 9, 2026

DECK/DOCS: How we make automatic sales decks & docs from basic deal data

DECK/DOCS turns structured inputs such as scope, pricing, roadmap notes, contacts, and brand cues into polished offers, readable sales documents, and presentation-ready decks from the same source.

Success Story Automation Operations Agentic Workflows
The Making of the XYZ Website

April 9, 2026

The Making of the XYZ Website

Instead of treating the XYZ site as a static brochure, we built it as a promptable website with explicit guard rails, a structured content pipeline, and an editor workflow that can move much faster without losing control.

Success Story Websites Automation Operations
Hyper-Agile

April 9, 2026

Hyper-Agile

Hyper-agile software development changes the bottleneck from implementation to judgment. With agentic coding and AI-native workflows, small teams can ship, test, and revise software within hours.

Strategy Agentic Workflows Software
What the Peter Van der Meersch Case Says About Responsible AI Workflows in Newsrooms

April 7, 2026

What the Peter Van der Meersch Case Says About Responsible AI Workflows in Newsrooms

The Peter Van der Meersch case is best understood as an AI workflow failure. The practical lesson is not to avoid AI altogether, but to use supervised AI workflows with verification loops, guard rails, and clear accountability.

Operations Strategy Agentic Workflows
The End of Notifications

April 2, 2026

The End of Notifications

Agentic systems are better suited to brief us than to interrupt us, which is why the daily digest is likely to overtake the notification as the default way digital systems surface new information.

Agentic Workflows Operations Attention
Closing the Loop

March 29, 2026

Closing the Loop

Closed-loop systems turn agentic workflows into repeatable labor by moving work through research, execution, testing, reporting, and iteration without dropping context.

Agentic Workflows Productivity Software
A practical guide to the major agentic systems

March 19, 2026

A practical guide to the major agentic systems

A practical overview of major agentic systems, what unifies them, where they differ, and why guard rails matter more than tool hype.

Agentic Workflows Operations Strategy
You do not need artisanal websites anymore

March 19, 2026

You do not need artisanal websites anymore

Most small teams no longer need slow, precious website projects. They need websites that can ship, learn, and improve at the speed of the business.

Websites Agentic Workflows AI Economics
Why Code-Centric AI Workflows Will Outperform Traditional Business Tools

March 18, 2026

Why Code-Centric AI Workflows Will Outperform Traditional Business Tools

Teams that move core business workflows into code-centric tools gain a practical advantage with AI: more consistency, faster iteration, better reuse, and a path toward deeper tool integration without requiring non-developers to write code.

Strategy Operations Automation
How AI Can Pull Development and Operations Teams Out of DevOps Hell

March 18, 2026

How AI Can Pull Development and Operations Teams Out of DevOps Hell

AI coding agents can remove a large share of painful infrastructure and deployment work, but the real advantage comes when development and operations teams learn how to use them with guardrails, review habits, and operational discipline.

DevOps Operations Agentic Workflows
Inside the very small but very clever Help Chatbot on the XYZ Website

March 18, 2026

Inside the very small but very clever Help Chatbot on the XYZ Website

Our site robot is intentionally not powered by live LLM calls yet. Instead, it combines an AI-assisted internal FAQ, rule-based retrieval, careful caching, and privacy-aware analytics to guide visitors through the site.

Success Story Automation Websites Operations
How We Used AI to Build a GeoIT Symposium Presentation Fast

March 18, 2026

How We Used AI to Build a GeoIT Symposium Presentation Fast

For our 16 March 2026 GeoIT Symposium talk, we used AI to generate a polished Reveal.js presentation, shaped it with repo-specific skills, improvised a PDF export skill, and published the deck on Cloudflare Pages.

Success Story Automation Agentic Workflows Prototyping
What if time to market was measured in hours or days instead of months or years?

March 16, 2026

What if time to market was measured in hours or days instead of months or years?

Agentic workflows and newer tools are shrinking the path from idea to launched service, making faster testing, validation, and iteration commercially realistic for small teams.

Strategy Agentic Workflows Ideas
How AI Will Create New Departments Inside Small Companies

March 16, 2026

How AI Will Create New Departments Inside Small Companies

Small companies will not just buy AI tools. They will gain entirely new operating capacity as AI takes on real departmental work across finance, planning, procurement, and administration.

AI Economics Operations Small Business
How Agentic Workflows Will Transform Small Businesses

March 15, 2026

How Agentic Workflows Will Transform Small Businesses

German small businesses do not need science fiction. They need practical semi-autonomous workflows that remove drag without adding more systems overhead.

Small Business Operations Agentic Workflows
Getting Good Ideas Unstuck

March 12, 2026

Getting Good Ideas Unstuck

Ideas in Motion is our way of helping founders and operators move promising concepts out of limbo and into something testable, operational, and real.

Ideas Venture Building Prototyping
Why We Created XYZ

March 9, 2026

Why We Created XYZ

XYZ exists because FORMATION chose to test agentic operations on itself first, then package the patterns that proved useful into services for other teams.

Strategy Operations Formation

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