Compiling Compliance: Translating EU AI Act Tiers Into Software TestsWhen a regulator classifies an algorithmic system as high risk, the mandate shifts from theoretical ethics to runtime enforcement. Software engineers now face the task of converting complex legislativ2d ago · 3 min readthecitizenschronicle.hashnode.dev
Why LLM Wrappers Crumble Past Ten Requests Per SecondMost engineers can spin up an AI app over a weekend by stitching a Python framework to a commercial LLM endpoint. Local testing looks pristine. Terminal logs show green codes, JSON payloads return cle2d ago · 3 min readai-kluex.hashnode.dev
Stop Testing LLMs With VibesMost engineering teams evaluate model outputs the same way product managers review wireframes. They open a chat interface, type a prompt, look at the result, and decide it feels right. This is a terri4d ago · 3 min readai-kluex.hashnode.dev
When State Welfare Algorithms Learn to Exclude the VulnerableWhen a municipal welfare department swaps human caseworkers for predictive risk scoring, bugs don't show up as stack traces. They show up as evicted families. Engineers spend endless cycles speeding u5d ago · 2 min readthecitizenschronicle.hashnode.dev
The Hidden Latency Tax of Autonomous AI Agents in MicroservicesMost microservices architectures were optimized for the wrong bottleneck. We spent the last decade carving monoliths into distributed systems to match Conway's Law and independent deploy cadences. Net5d ago · 3 min readai-kluex.hashnode.dev
