My MCP Stack: How I Run My Own Agent Tools
Autonomous coding agents need local discipline: honest token accounting, governed skill drawers, and repeatable quality gates. Here is how I run Thermal, Skill Cabinet Go, and a...
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Essays, field notes, and practical analysis on AI, software, open source, and the technologies reshaping everyday life.
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Google just launched synthid.com backed by OpenAI, NVIDIA, and Kakao. Here is what changed since my 2024 analysis, why Article 50 of the EU AI Act forced this coalition, how post-hoc watermarking differs from C2PA, and why the 10-check daily limit is a defensive firewall.
Read the featured essayAutonomous coding agents need local discipline: honest token accounting, governed skill drawers, and repeatable quality gates. Here is how I run Thermal, Skill Cabinet Go, and a...
Reading Microsoft's modern stance on open weights feels surreal when you remember the 2001 WhiteHouse.gov Linux migration and the 2006 Novell deal. Here is why the modern 'open...
Latency is usually described as a performance metric. From the edge of the network, it starts to feel more like a power relationship: a reminder of who gets to live close to the...
From Amman, the current open-source AI wave feels uncannily familiar. The same builder energy, the same elite gatekeeping, and the same fight over who gets to shape the future o...
Working with Jules gave me a concrete look at what AI coding agents are actually good at: absorbing context, handling the tedious middle, and forcing human engineers to operate...
A grounded look at the AI experiments that have been occupying my evenings: private proxies, Arabic-language reality checks, and an early podcasting setup powered by equal parts...
Arabic sentiment analysis sounds straightforward until dialects, morphology, and limited datasets enter the picture. This piece breaks down why the problem remains both difficul...
Long before ChatGPT, ELIZA showed how quickly humans project empathy, intention, and understanding onto software. That instinct still shapes both the appeal and the risks of mod...
A late-night dialogue with Claude 3.5 Sonnet pushed me past the usual AI hype and into the harder questions: opacity, variability, auditability, and how to use these systems wit...
What began as technical curiosity turned into something more personal: AI art gave me a low-friction way back into visual creativity and changed how I think about who gets to ma...
Watermarking systems like SynthID will not solve authenticity on their own, but they may become one of the few practical tools we have for separating provenance from pure guessw...