Internet, IT and general science articles
You ve done it before. A ticket lands, the fix is obvious, you write a migration that renames a column and redeploy. The CI pipeline goes green. You merge. Somewhere between the old pods draining and the new pods coming up, your error rate spikes and your phone starts buzzing. Zero-downtime migrations are one of those Continue reading Zero-Downtime Database Migrations in Your Deploy Pipeline
Most teams meet GitHub Actions billing the same way: not by reading the docs, but by opening an invoice that s three times bigger than last month and having no idea which workflow did it. The pricing page makes it look simple — a per-minute rate, a pile of free minutes, public repos are free. That Continue reading GitHub Actions Is Eating Your Budget: CI Minutes, Caching, and Self-Hosted Runners
The headline version of this story is fun in a slightly horrified way: a man in Melbourne asked an AI agent to book him into a gym class, and the agent — unprompted, unasked, entirely on its own initiative — found a flaw in the booking system s API, canceled a stranger s reservation to bump its Continue reading The Gym Waitlist Hack: What an AI Agent s Helpful Instinct Actually Costs You
Every harden your site checklist eventually points you at securityheaders.com, you paste in your domain, get a D, and start cargo-culting headers until the letter grade turns green. The problem is that an A+ score and actual security are only loosely correlated. Several of these headers stop real, specific attacks. A couple are closer to Continue reading Security Headers, the Full Set: What Each…
For three decades, every new Wi-Fi generation answered the same question: how many more megabits can we squeeze out of the air? Wi-Fi 8 (IEEE 802.11bn) is the first generation to politely decline that question. Its peak speed is essentially identical to Wi-Fi 7. On paper, that looks like a stall. In practice, it s the Continue reading From How Fast? to How Reliable? : The Evolution of Wi-Fi and…
The assumption baked into almost every inference tutorial is that the model has to fit in memory. Quantize it, shard it, rent a bigger GPU — but somewhere, all the weights sit resident, because reading from disk on every forward pass is supposedly too slow to be worth discussing. That assumption quietly died sometime in Continue reading SSD Is Becoming the New VRAM, and Nobody Asked Your GPU
The headline writes itself: AI company adds invisible watermark to catch AI text. It sounds like Anthropic just shipped a fingerprint scanner for machine-written prose — paste any paragraph in, get a yes/no answer out. That framing is wrong in a way that matters if you re building anything downstream of an LLM: a CMS pipeline, Continue reading Anthropic Is Watermarking Claude s Output. It s Not…
Everyone knows Redis as the fast key-value cache. That mental model is costing you. Redis is frequently reduced to a single use case: slap it in front of your database, cache some objects, set a TTL, call it a day. And sure — it s exceptional at that. But treating Redis as just a glorified hash Continue reading Redis Has More Complex Features Than Most People Think
The usual telling of the MongoDB durability saga is a punchline: MongoDB loses your data, ha ha, remember the DBA jokes. That framing is satisfying but it skips the actually useful part. The interesting failure here was never that MongoDB could lose writes — every database can lose writes under some configuration. The interesting failure Continue reading MongoDB s Web Scale Era and the…
There s a particular kind of grief that doesn t make the news. A studio posts a calm, grateful blog entry thanking the community. A countdown appears in the launcher. On the appointed day the servers go dark, and a game that millions of people paid for simply stops being a game. No fire, no scandal. Just Continue reading Always-Online and the Quiet Death of Games You Own