Making Ideas To Impact
May 29, 2026 · 6 min read Series: Understanding SDLC — Part 1 of 10 Ever finished building a feature, showed it to your boss, and heard: “Wait, that’s not what I asked for?” Or worse: you coded for months, only to find out nobody uses the feature because it doesn’t solve the actual business … Read more
May 28, 2026 · 5 min read Last week, Alibaba’s Qwen team dropped something wild: their new model Qwen3.7-Max ran autonomously for 35 hours straight, optimizing code for their custom AI chip. No human intervention. No breaks. Just an AI agent engineering itself. This isn’t a chatbot that answers questions. This is an AI that … Read more
May 27, 2026 · 6 min read Series: AI Junior Developer — Part 1 of 6 I maintain a few ERP apps. Nothing fancy — inventory, finance, HR modules for a small company. But here’s the thing: I’m the only developer. When a user reports “laporan stok error pas filter tanggal,” I’m the one who … Read more
Lighthouse Attention is a training-only hierarchical attention mechanism that wraps standard SDPA without modification. Through symmetric Q/K/V pyramid pooling, parameter-free scoring, and a two-stage training recipe with dense recovery, it delivers 1.4–1.7× wall-clock speedup at 32K–128K context wh
How machine learning models trained on decades of field device telemetry now resolve 80% of plant measurement faults — from sensor drift to process condition changes — without a single phone call to vendor support.
A researcher discovered a critical cross-tenant access flaw in Azure’s identity management layer and submitted a detailed report with PoC code. Microsoft’s Security Response Center rejected it as “by design,” refusing to issue a CVE. This analysis examines the inconsistent precedent, the shared resp