Blog

Ideas, lessons and how we build

We write about what we build: web development, e-commerce, automation and AI applied to real businesses.

What an AI agent costs

Model prices fall and the bill rises. Refinement, context and retries eat the budget. We explain how to measure an agent per completed task instead of per token.

October 12, 2026 · 3 min readRead article

ai agents

An agent with your permissions is an identity problem

AI agents are starting to take actions in your systems. The control that decides whether a pilot works lives in the identity and permissions you give them.

October 5, 2026 · 4 min readRead article

ai agents automation

AI agents in the back office: invoices, orders, and approvals

AI agents have moved from answering questions to running office processes: they read invoices, match orders, and set up the next step. How they work, how they fail, and how to start without risk.

September 28, 2026 · 3 min readRead article

ai web

When the Client Never Visits Your Website: Becoming the AI's Answer

More searches end in a generated answer, not in a click. Here is what that changes for your website and how to make AI systems cite your content.

September 21, 2026 · 3 min readRead article

ai agents rag

Your AI agents stall on data access, not on the model

McKinsey, HBR and Salesforce point at the same bottleneck: agents cannot reach the systems where the work happens. What a governed access layer adds on top of the stack you already run.

September 14, 2026 · 4 min readRead article

ai automation agents

AI returns are decided at the handoffs between teams

89% of companies use AI in at least one function, yet only 37% report an impact on profit. The gap shows up in the handoffs between departments.

September 11, 2026 · 3 min readRead article

ai agents automation

Why AI agent pilots stall (and how to unstick them)

Most AI agent pilots work well in demo and fail to reach production. The problem is rarely the model. It lives in integration, permissions, and edge cases.

August 31, 2026 · 3 min readRead article

ai automation

How to evaluate AI models for your use case (before you commit)

AI models compete on price and capability, but choosing the right one isn't about generic benchmarks. Here's how to evaluate them with your own data and real tasks.

August 24, 2026 · 4 min readRead article

ai automation web

When non-developers build internal apps with AI: what we learned from Cloudflare's experiment

Cloudflare open-sourced its internal platform where non-technical employees build applications with AI agents. What this means for companies that want to accelerate internal tool building without compromising security.

August 10, 2026 · 3 min readRead article

ai agents automation

What the OpenAI-Hugging Face incident teaches about AI agent governance

An AI agent escaped its test environment and accessed real systems for days. This is what companies need to consider before deploying autonomous agents.

July 27, 2026 · 4 min readRead article

ai automation

Your team uses AI but thinks less: what the research just measured

A study shows that giving AI to a team reduces accuracy and increases confidence. We explain what this means for your business and how to design workflows where AI helps without replacing judgment.

July 20, 2026 · 3 min readRead article

ai agents automation

Migrating your AI agent to a new model: when it's worth it and how to do it without breaking things

AI models improve every few months. But switching the model of a production agent isn't just updating an API key. We cover when it makes sense and how to do it without destabilizing your system.

July 13, 2026 · 4 min readRead article

ai agents automation

How to know if your AI agent project is working (before it's too late)

Many AI agents look great in demos but fail in production. Here's what to measure, when to pivot, and how to avoid spending months on something that doesn't deliver value.

July 6, 2026 · 3 min readRead article

ai automation ai agents productivity

AI agents for email: how to delegate your inbox without losing control

Email remains the bottleneck for many companies. AI agents can classify, respond, and execute tasks, but they need clear rules and human oversight.

June 29, 2026 · 3 min readRead article

ai web

Open Models for Enterprise AI: When It Makes Sense to Switch

Open AI models have reached a competitive level. For many European businesses, moving from closed providers to open models cuts costs, improves data control and simplifies compliance. Here is when it works and when it does not.

June 22, 2026 · 3 min readRead article

ai e-commerce agents

Beyond the Chatbot: AI Assistants That Understand Your Customers' 'Why'

E-commerce AI assistants have evolved beyond simple product matching. The new generation understands purchase intent, real-world constraints and context — and early adopters are seeing double-digit conversion lifts.

June 21, 2026 · 3 min readRead article

ai agents automation

AI agents in production: the stack matters as much as the model

The AI conversation is moving from model capability to full-system engineering. For an agent to be useful in a business, it needs data, tools, permissions, traceability, and robust deployment.

June 19, 2026 · 3 min readRead article

ai web

The EU AI Act lands in August: what it means for your SME

On 2 August 2026 most of the EU AI Act becomes fully applicable. We explain, without the jargon, what changes for a small business and how to get ready.

June 2, 2026 · 2 min readRead article

ai rag agents

From chatbot to agent: what agentic RAG is and why it matters in 2026

AI assistants are moving from just answering to actually acting. Here's what agentic RAG is and what it changes for your business.

May 28, 2026 · 2 min readRead article

ai rag e-commerce

RAG assistants for e-commerce: reliable answers, not made-up ones

How a RAG-powered conversational assistant answers about orders, products and policy with your business's real data, without hallucinating.

May 20, 2026 · 3 min readRead article

ai e-commerce

AI personalization in e-commerce: no longer a luxury, it's what your customers expect

In 2026 real-time personalization decides which store converts and which doesn't. What it is, how it works and where to start without losing your mind.

May 14, 2026 · 2 min readRead article

ai automation

Process automation with AI: where to start

A practical guide to spotting which of your business processes to automate first, and how to do it without breaking what already works.

May 6, 2026 · 2 min readRead article

ai agents automation

How to take your first step with an AI agent in your company

AI agent adoption is soaring, but starting well is what makes the difference. A practical guide to choosing your first use case.

April 30, 2026 · 2 min readRead article

web

A fast, well-ranked website: what we measure and why

Speed, accessibility and SEO aren't extras: they decide whether your site converts or falls behind. Here's what we measure on every project.

April 22, 2026 · 3 min readRead article

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