Why modernize a legacy application before adding AI
How to prepare a critical business application for AI without weakening production or imposing a full rewrite.
Ukinoo: Building an Almost Autonomous IP with AI Agents
A field report on Ukinoo, an agentic pipeline that designs, produces, and distributes a video IP, including its foundations, tradeoffs, and human last mile.
AI agents in production: silence, retries, and phantom events
The July 2026 digest on three hard-to-see AI agent failures, their causes, and the safeguards applied in KittyClaw.
Production Failures: Why Your AI Agents Fail Without Telling You
Dispatch loops, human bottlenecks, cost leaks: the typical failure modes of AI agent systems in production, and why visibility is the only answer that holds.
Loop Engineering: A Loop Without a Cockpit Is a Black Box
Loop engineering automates prompts, but without a human feedback interface, an autonomous loop is a black box. KittyClaw was built to fill exactly that gap.
The Fact-Checker: Last Defense Against Lying Agents
How to institutionalize fact-checking in an AI agent fleet: 3 projects, 61 reports, and the logic of adversarial agents.
KittyClaw dashboard: how I produce and leverage my KPIs
An LLM writes the tile once, the refresh runs without tokens. And the output feeds both the human and the agents. The economics of an agentic dashboard.
Nobody Searches, Everyone Scrolls
Dev is solved. Distribution is not. Real numbers from two projects, the pivot to shorts, and why clean AI content chains are the exact asset for the next layer of search.
Agentic AI - What Really Changes Compared to Classic AI
Memory, tools, orchestration, the act-observe loop: understanding agentic AI in depth, for developers who want to go beyond the prompt.
Agentic System Hygiene - What You Learn the Hard Way
Uncontrolled parallelism, memory that resists pivots, flying blind: the three traps of agentic systems and how to anticipate them before they become expensive.
The SaaS Paradox in 2026: Never Easier, Never Harder
A personal reflection on AI, SaaS building, market validation, distribution, and trust.
From Developer to AI Manager — What This Transition Actually Changes
AI doesn't replace the developer — it redefines where their value concentrates. A look at the structural shift reshaping the entire profession.
4 Products, 1 CEO Agent - Multi-Project Orchestration with Lain
A concrete retrospective: how Lain manages 4 development pipelines in parallel, with real numbers and honest limitations.
Devlog — Bloomii at 40 Articles: What You Learn Running a Fully Autonomous Content Pipeline
An honest retrospective after 40 articles published on Bloomii.fr via an autonomous agent pipeline: what works, what breaks, and what we take away.
Cadence Over Volume - Orchestrating Multiple Projects with AI Agents
Concrete architecture for maintaining a steady cadence across parallel projects: automations.json, agent memory, and cross-project knowledge compounding.
VizMail: Building a Complete Email API with AI Agents
A retrospective on building VizMail — 34 tickets, 642 tests, 0 regressions. How AI agents delivered a full HTTP email API from scratch.
Why I'm Building Bloomii: Technology in Service of People and Nature
Faced with an anxiety-driven news cycle, Bloomii seeks and documents what works with a developer's rigor.
KittyClaw D+7: What We Learned Letting Agents Run a Real Kanban
One week in production: 20 tickets, 12 automations, 6 active agents. Real numbers, genuine surprises, and what we'd do differently.
Kalceo: Building a B2B SaaS with AI Agents
A concrete retrospective on building Kalceo, a quotes and invoicing SaaS for the construction industry, from the first ticket to production using a fleet of Claude agents.
Blazor Server .NET 10: A Production Architecture for Ekioo
How Ekioo combines Static SSR, interactive components, streaming rendering and bilingual URLs with Blazor on .NET 10.
Anatomy of a ticket that runs itself
Between the moment I create a ticket in KittyClaw and the moment Claude starts working, three seconds pass. Here's what happens in the gap.
From kanban to harness: when the tracking tool becomes the orchestrator
KittyClaw started as a board to track my agents. In two weeks, it became what triggers them. A shift small in code, big in consequences.
A tool you use shapes itself through use
A week after shipping KittyClaw, I added several features. None were planned. Here's what it changes to own your own tool.
How I built ekioo.com in 2 days with Claude
Technical retrospective on building ekioo.com: a full Blazor site, bilingual, with blog, projects, SEO and animations — pair-coded with an AI agent.
Devlog — The world of Aekan comes to life
Aekan: Call of Ruligon devlog. Dynamic visual mood, corrupted crystals, region notifications, main menu, and the Unity Agent Bridge.
The Dispatcher - How I orchestrate 13 AI agents on a game dev project
Deep dive into Aekan's dispatcher: a Node.js engine that drives 13 Claude agents autonomously, with learning, evaluation, and automatic coordination.
KittyClaw - Let AI Agents Run Your Kanban
KittyClaw is an open-source kanban where AI agents create tickets, move them and comment - no human clicks. Here's how and why I built it.
Welcome to ekioo.com
First article: why this site, what you'll find here, and the vision behind Ekioo.
Lain v0.23.0 is out
Lain 0.23 introduces autonomous Windows GUI control, web file uploads, a new LLM configuration system and GPT-5.4 support.