The shift comes as surging AI demand drives shortages of memory and storage chips, raising PC bills of materials and prompting manufacturers to seek greater production efficiency, Nikkei notes. According to TrendForce, CPU, DRAM, and SSD costs accounted for approximately…
The invoice had 34 line items. The JSON my extractor returned had 19. It parsed. It passed schema validation. Nobody noticed for two weeks. The cause was one line in a shared client config: frequency_penalty=0.3. I had added it to stop a summarizer…
I recently updated an article on the RankingPT blog. The revised text was published in Sanity, but the live website still showed the old wording and was missing a new link. The article’s URL returned 200. There was no obvious error…
Nakodo is a Next.js app over 25 Postgres tables with 76 public pages in front of the login. Its src/hooks directory holds this: The two state variables are also deliberate. ask is never cleared. Setting open to false starts Radix's…
Originally published at Trida AI. Our position is simple: a run gets one retry policy, owned by one layer, and every failure passes through it. Retries decided independently at each layer are not resilience. They are uncoordinated load, generated at…
You can now build a Gatling load test by browsing your app. Walk your user journey in a Playwright browser, and your AI coding agent turns the recording into a correlated Gatling test that replays it. The second command installs…
Megan Josselyn of Starline a brand of Legrand, and DCD's Tam Pledger discuss the evolution of power distribution in data centers due to high-density workloads and AI DCD Talks: How high-density workloads change power distribution with Megan Josselyn, Starline a…
Mudit Singh is the Co-Founder and Head of Growth at TestMu AI, an AI-native unified enterprise test execution cloud platform. Developers are shipping tests generated by AI coding assistants faster than most teams can review them. Some are brittle. Suites…
If you’re building AI‑powered products, this filing is a reminder that the LLM market is consolidating and that Anthropic will soon be a first‑class option in the same way OpenAI is today. Anthropic’s public API is already live,…
Most Nano Banana 2.1 write-ups compare image quality. I needed different numbers before telling customers what to expect: how long a request really takes at 1K, 2K and 4K, how often it fails and why, and what happens when 90 jobs arrive at once. The…
Embedded, ruggedized, and factory‑grade electronics for automation and production environments.
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