TECH NEWS
AI and the enterprise's scattered memory A practical question: what would it take for an organisation to put everything it knows behind a single, trustworthy assistant — and why is that worth doing now? This is written as an article, but it doubles as a position paper for senior
TECH NEWS
Most hackathons give you a weekend to build a type nobody ever uses. Shipathon asks you to do one thing that actually matters: ship a real app to users. Let’s be honest. We all have that one folder on our laptop. It is packed with 14 half-baked weekend ideas
TECH NEWS
The awards world has its fair share of drama and scandal, and it runs on a sliding scale of severity. In this article, we look at cases of impropriety and cheating that happened in both mainstream and niche spaces. She won a Pulitzer for a kid who didn't
TECH NEWS
The pump.fun fee collection machine is a monument to absolute minimal effort. I’ve spent hours tracing on-chain transaction trails and the results are catastrophic. The protocol operates like a toll gate placed on a dirt road, charging semi-truck rates to let a bicycle cross. The tech is lazy
TECH NEWS
Between 2004 and 2012 I broke into computer systems. It turned out to be an education in economics disguised as a technical career. Every wall I climbed existed for one reason: something behind it was scarce. Money. Data. Access. Reputation. And every time a wall came down, the scarcity behind
TECH NEWS
Overview Qwen3.8-27B-DFlash2 is a speculative decoding draft model maintained by z-lab that accelerates inference for the base Qwen/Qwen3.8-27B model. This is not a standalone language model—it functions exclusively as a drafter component within speculative decoding servers like SGLang or vLLM. The model implements block-diffusion drafting, predicting
TECH NEWS
IEC 60870-5-104 (IEC 104) is the TCP/IP-based member of the IEC 60870-5 telecontrol family. It was designed to carry SCADA telemetry and control information across packet-switched networks, particularly within electrical power systems. Before getting into raw packets, it is worth understanding how IEC 104 is structured, how its communication
TECH NEWS
Moving local AI projects onto public URLs turns a laptop's invisible safeguards into explicit decisions about identity, permissions, resilience, and cost. I have been building locally with AI over the past year and I wanted to start moving what I had truly online. Taking something from prototype to
TECH NEWS
Hi! I’m Oleg, a QA Engineering Manager focused on test strategy, automation, and AI-assisted QA workflows. This is a continuation of a series on where AI actually earns its place in QA — and this time the answer starts somewhere less glamorous than AI: with the OpenAPI spec. The short
TECH NEWS
I Built a Six-Agent GitHub Code Reviewer for Free — Then It Started Calling Its Own Tools 43 Times I wanted a portfolio project that actually demonstrated multi-agent design — not another wrapper around a single LLM call with a nice UI on top. So I built PR Review Crew: a six-agent
TECH NEWS
Most Software-as-a-Service platforms are architected around explicit user interfaces. A user opens a dashboard, navigates a hierarchy, populates a form, and dispatches a request to a backend API. This interaction model is deterministic and easy to test, but it places the cognitive load on the user. To complete a goal,
TECH NEWS
IARPA, the US spy tech agency, is working on how to diagnose various neurological conditions by analyzing video clips of how people move. Last April, the US Intelligence Advanced Research Projects Activity (IARPA) announced the launch of its Movement Observation and Video-based Evaluation System (MOVES) program aimed at diagnosing neurological
