Day 6 of Jarela: Making the App Easier to Trust
Day 6 of Jarela: 45 commits that followed through on the integration work, tightened proxy and streaming behavior, and polished the UI so the app feels more dependable.
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Technical articles and insights about cloud computing, distributed systems, and software engineering
Day 5 of Jarela: Tightening the Joints
Day 5 of Jarela: 27 commits focused on proxy support, EventSource streaming boundaries, MCP discovery, hot-loaded providers, and the integration plumbing that keeps things working.
Read article →Day 4 of Jarela: Integrations That Can Live in the Middle of My Work
Day 4 of Jarela: 30 commits focused on Microsoft Graph for mail and calendar, Google Calendar cleanup, and the security work that makes integrations safe enough to keep using.
Read article →Day 3 of Jarela: WhatsApp Bridges, Native Gmail, and a Rebrand With a State Migration
Day 3 of building a lightweight LangGraph GUI. The app stops being a chat window and becomes an endpoint: WhatsApp via Baileys with proper @lid routing, native Gmail with drafts-only sending, hotloaded providers, and a full rebrand from langGUI to Jarela complete with state migration.
Read article →Day 2 of Jarela: A Real Toolkit, a Real Stop Button, and Why iOS Keeps Killing My WebSocket
Day 2 of building a lightweight LangGraph GUI on my laptop. 44 commits: a real file toolkit, image generation, stop-that-actually-stops, mobile WebSocket survival via SSE reattach, and a lot of 'the agent is lying about being busy.'
Read article →Day 1 of Jarela: Building My Own Lightweight Claude-Code-ish Replacement
I got tired of how complex my openclaw setup had gotten — too many tools, too many integrations I never used. So I started building a small LangGraph-based GUI for multi-agent workflows on my own laptop. This is day 1: 31 commits, a lot of streaming/reconnection pain, and three different GitHub Copilot auth flavors to untangle.
Read article →AI in a Large Organization: Standardizing Claude, Code Quality at Scale, and Where Claude Falls Short
Lessons from rolling out Claude as a standard developer tool across many teams: layered documentation Claude must respect (system, architecture, framework, class), how to keep code quality consistent, and where Claude struggles on large codebases.
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LeDesigner Soft Release: Turn Any Photo Into a 3D LEGO Model in Your Browser
Announcing the soft release of LeDesigner — an AI-powered web and mobile app that converts images into buildable 3D LEGO models, entirely in the browser.
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How Cursor AI Transformed This Website
A deep dive into how Cursor AI helped modernize and improve this website with intelligent code generation and refactoring
Read article →Introducing Ratchet at NDSML Summit & Google FSI 2023
At the NDSML Summit 2023, the premier annual event for the Nordic Data Science and Machine Learning community, I had the privilege of presenting “Elevating Your Existing …
Read article →Reflections on Data Innovation Summit 2022
I recently had the honor of presenting at the Data Innovation Summit 2022, the premier annual Data and AI event in the Nordic region. My presentation, titled “Scaling ML in …
Read article →Kafka 2: Multi Datacenter Setup
Organizations typically consider multi-datacenter setups for two main reasons: Business expansion into different geographical regions Enhanced reliability requirements that take …
Read article →Kafka 1: Basics
As a consultant, admitting “I don’t know” can be challenging. A few months ago, I began working as a DevSecOps engineer on a large Kafka (Confluent) installation …
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