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Haze: Serian records very unhealthy air quality
1+ hour, 25+ min ago (79+ words) Newswav Haze: Serian records very unhealthy air quality Sibu and Sarikei each recorded a reading of 158, while Mukah recorded 151, Bukit Rambai in Melaka 118, and Miri 114. Fifty areas nationwide recorded moderate API readings, while seven areas recorded good readings. An API…...
Building a Type-Safe Database Workflow With Kysely
1+ hour, 18+ min ago (823+ words) Kysely is a query builder, not an ORM. There's no entity layer, no lazy loading, no magic session flushing things behind your back. You describe your schema once as a TypeScript interface and from there every method on the builder…...
The Hard Part of an API Isn't Calling It
59+ min ago (480+ words) When I started working with APIs, it was easy to think of them as simple plumbing: Call an endpoint, parse JSON, display the result. That mental model works for a while. Then you build software that depends on real APIs,…...
Extracting Static Public Data with Python (Zero Dependencies)
1+ hour, 49+ min ago (418+ words) If you need to extract basic structured data from a static, publicly accessible website, it can be tempting to immediately reach for frameworks like Selenium, Scrapy, or Playwright. However, for simple static pages, Python's standard library can often handle the…...
MiniCPM5-2B Beats Qwen3.5-4B by 13 Points [2026]
7+ hour, 32+ min ago (586+ words) The model is released under the Apache 2.0 license, the same permissive terms that have made it easy for companies to fine-tune and redistribute open models without the licensing friction attached to some closed-weight alternatives. Weights are published on Hugging Face…...
403 - Operations too frequent
14+ hour, 33+ min ago (10+ words) Qualcomm to Acquire PickNik to Expand Robotics Software Ecosystem Moomoo...
Scoped Permission Error in One Code Branch (Capability Evidence First)
3+ hour, 16+ min ago (813+ words) Treat a permission failure on one path as a capability-discovery problem: record the operation that path intends to perform, compare it with the credential's declared grants, and stop before making the outbound call. Rotating the key first can hide the…...
The Idempotency Imperative: Designing for At-Least-Once Reality
21+ min ago (836+ words) Distributed systems operate on an uncomfortable premise: You can never be certain that a message failed merely because you did not …...
Debian Inference Portal Launches To Provide Free AI/LLM Inferencing To Debian Developers
5+ hour, 57+ min ago (206+ words) With Debian voting to allow the responsible use of generative AI, there is now a new initiative funded by Scaleway to make it easier for Debian contributors to leverage AI: the Debian Inference Portal... - Categories Computers Display Drivers Graphics Cards…...
Structured outputs: getting JSON you can trust from LLMs
5+ hour, 58+ min ago (449+ words) Originally published at AI Frontier Post. Malformed JSON from LLMs doesn't have to be a fact of life. Here's the full reliability stack — strict schemas, provider enforcement, constrained decoding, and validation-and-repair loops — that ends the bug for good. This is…...