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The Relevance of Software Engineering in Web Applications
Introduction Software engineering plays an important role in the development of modern web applica…
Three Philippine Agencies Shipped AI Education Rules in One School Year. The Proof Is Still Being Assembled.
CHED's Memorandum Order No. 21 set a national framework for AI in higher education covering 2,366 in…
Google’s CDN Migration Guidance: How to Protect Crawling and Indexing
Google has published new technical SEO guidance for websites moving to a content delivery network (C…
# The Friday Deploy That Broke Checkout: A Regression Testing
Marcus, a lead engineer at a small payments startup, still remembers the exact Slack message that en…
Four Applications and One Ask. Guess Which One Scared Me.
Waitlisted once. Applied again anyway. TL;DR: In one day I sent four applications: three AI fellow…
RESQ-X — An Earthquake Rescue Robot
Hello Everyone I am developing RESQ-X an engineering project designed to explore how robotics can h…
Our CI Failed 40% of the Time and the Code Was Fine: A Flaky Test
"Just re-run it." Four words that quietly destroyed the trust of an entire engineering team. If yo…
Lokutor Is Now a LiveKit Agents Plugin
Lokutor is now a plugin for LiveKit Agents. livekit-plugins-lokutor was merged into livekit/agents o…
Welvet: a Go AI engine that trains and runs on your hardware, from Raspberry Pi to CUDA, Metal, Vulkan, ROCm, MLX, and Qualcomm NPU
Round 1 demos on Linux, Windows, macOS, iOS, and Android. These are working paths on real hardware, …
Embedding Poisoning: How Terabytes of AI Lies Rewrite the Mathematical Expectation of Truth. TLLGeek project
While the tech industry builds software filters and client-side Guardrails, a silent catastrophe is …
Google ships Gemini 4 Hydrogen at $1.50 per million input tokens
Google DeepMind introduced Gemini 4 Hydrogen on Nov 12, 2026 and describes it as the model for every…
Inkling 2 Small Weights Are Open: Download, Fine-Tune, Self-Host
Inkling 2 Small Weights Are Open: Download, Fine-Tune, Self-Host A week ago I wrote that Inkling 2…