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Sponsor Posts Subquadratic: the LLM built for 12M-token reasoning — SubQ can reason across entire codebases and document sets in one pass with no RAG workarounds. Read how SubQ 1.1 Small holds near-perfect retrieval out to 12M tokens. Most carriers track everything. Cape doesn't. — Unlimited talk, text &
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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,
