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Making AI dating photos that don't look AI-generated (the negative prompt matters more than the model) I already wrote about why identity-preservation models like fal.ai's flux-pulid beat L
I built 50+ free browser tools that run without uploads, servers, or accounts I spent the last few months building NexaTools — a suite of 50+ browser-based tools that do everything from con
TL;DR — Constrained decoding and JSON schema enforcement guarantee that model output parses — they say nothing about whether the values are true, safe, or grounded in real system state. Treat structu
There's a category of engineering problem I find genuinely interesting: systems where the cost of getting consistency wrong is immediate, measurable, and financial rather than just "a bug to fix later
In this comprehensive comparison, we evaluate the free GitHub-hosted open source editions of Helical Insight, Apache Superset, Metabase, Lightdash, and Redash using a detailed module-by-module compari
Last month I spent almost an hour convinced an API had a bug. Two responses from the same endpoint, same data, and my diff tool was showing me a wall of red and green like something had seriously chan
Nobody grows up dreaming of restarting servers at midnight. Most engineers join a team because they want to build things people actually use. So why does almost every growing company's sprint start wi
Overview lead-quorum was a strong pilot repo because it was small enough to reason about and real enough to fail honestly. It has: repo-local Python environment ownership pinned dependen
Modbus RTU over RS-485 is the serial workhorse of industrial field wiring — the variant you'll meet when connecting an ESP32 directly to an energy meter, PLC, VFD, or temperature transmitter over a wi
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✍️ This post was written with two hands. The story — the first part — is Murilo's, lived and told by the person who was there. The technical manual, at the end, was written with AI. The split is inte
Trump Media, the company behind Truth Social, is selling Wall Street faster access to the "most market-moving" posts on the US President's social media platform. On Thursday, Trump Media announced pla
Introduction A Continuation of Shadow SCADA Terminal Velocity begins where Shadow SCADA left off — at the edge where digital audits meet the physical world. In the previous article, we explored how h
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A $400 million chip-backed loan points to the next wave of AI infrastructure deals.
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The Trump administration is waging a culture war on science, and the latest salvo is in the form of a dry, bureaucratic proposal from the Office of Management and Budget (OMB) that could threaten the
Amazon's upcoming God Of War show has hit a major snag - it's now on the hunt for a new Kratos, after an on-set injury put its current lead actor out of commission. Sons of Anarchy star Ryan Hurst was
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