Thanks to a dwindling supply of open roles, “one-click” applications, and the rise of artificial intelligence, it’s easier than ever to apply for a job. We’re all paying the price.
Archeologists are confronting an “unfathomable” loss as border wall construction is set to cut across ranches that are home to unique historical sites, many of which haven’t been fully studied.
The Optoma GT2400HDR laser projector is great for setting up a driving range in your living room, but mediocre video quality makes it less appealing for home entertainment.
Illinois prosecutors shared defendants’ personal data with federal immigration agents without criminal warrants, public disclosure, or legislative oversight.
The best car phone holders keep your phone firmly in place while never getting in your line of sight. I took a dozen on road trips this summer to find the best.
Google is rolling out a new Android feature that's been proven to reduce, or even eliminate, motion sickness when using a phone inside a moving vehicle. Dubbed Motion Assist by Google, it's very similar to Apple's Motion Cues, first introduced in 2024. The Android 17 feature appears to be rolling out in phases, with some […]
Alabama's attorney general issued a subpoena to OpenAI on Monday as part of an investigation into how one of its AI agents escaped a supposedly secure testing environment and autonomously hacked another company last month. The investigation seeks to determine whether OpenAI's safety practices violated state consumer protection laws and pose a risk to Alabama […]
The current EV market is flush with variety. I've driven single-motor economy-minded machines, dual-motor EVs with all-wheel drive, tri-motor vehicles that dial up the performance stakes, and even wild quad-motor performance cars, like the Rimac Nevera. But this is the first time I've ever driven a five-motor EV, one with the agility and speed to […]
Luffu Link combines all day health sensing, voice logging, location awareness, and the ability to get help from trusted contacts into a single device, all without needing a phone nearby.
OpenAPI describes an API. Agent Readiness describes whether an agent can actually use it.
Your API has a complete OpenAPI spec. Every endpoint, schema, and response code is documented. Yet when an AI agent tries to use it, the agent fails — not because the spec is wrong, but because the spec describes an interface, not an agent's experience.
This isn't about OpenAPI being bad. OpenAPI is a necessary foundation. But it's not a complete Agent Readiness layer.
The Provocation...
The first authorization bug I ever shipped wasn't a missing [Authorize] attribute. It was the opposite — everything had [Authorize] , the tests were green, and it still let one user edit another user's stuff. The attribute was doing exactly what it promised. I just wanted it to promise something else.
That's the gap that trips people up: [Authorize] answers "is this user allowed to hit this endpoint." It has no idea "is this user allowed to touch this specific row." Those are two differe...
Lokální model Qwen 27B na kvantizaci Q3 napsal z ničeho WebGL render lidské hlavy — bez knihoven, na dvou RTX 3060 Ti. Výsledek je vtipně děsivý, ale ukazuje, jak daleko malé lokální modely v kreativním kódování došly.
Co se stalo
Uživatel položil svému lokálnímu modelu jednoduchý úkol: „vyrob mi lidskou hlavu ve WebGL od nuly, bez knihoven". Model Qwen 27B na kvantizaci Q3 (konkrétně Q3_K_M K6V4) to vzal doslova — a z bezmála nulového zadání vygeneroval kompletní WebGL scénu....
OPENING
Back in the good old days — the Golden Era of computing, roughly March 2025 — it was easy to separate the Real Programmers from the Quiche Eaters.
Real Programmers orchestrated. Quiche Eaters typed.
A Real Programmer said things like "spin up six subagents and gate on the eval suite," and the Quiche Eaters said things like "I prefer to understand my own code" — a sentence with the same energy as roasting your own coffee beans or churning your own butter.
But times change.
...
Most organizations treat tenant-wide admin consent in Microsoft Entra as a binary decision. Either a central identity team approves every request, or somebody receives a broad administrative role so the queue can move faster.
That is a false choice.
Microsoft Entra supports a more precise control model: define which consent requests are acceptable in an app consent policy, bind that policy to a custom directory role, and delegate only the authority to approve requests inside that envelope....
I scanned 1,049 AI-built apps. 71 got flagged for the same mistake. Here's how many were actually real.
Vibe coding has a security problem. That's not news anymore. Wiz found it in Moltbook back in February. Forbes wrote about it in March. The Verge covered it in June. Security researchers have been scanning Supabase-backed apps at scale for most of 2026, and the numbers keep landing in the same place: somewhere between 1 in 10 and 1 in 15 apps built fast with AI tools ship a database that a...
n8n has published a Verified Node Spotlight for a community integration that brings the Amazon Bedrock AgentCore harness into n8n workflows. The aws/n8n-nodes-agentcore node gives users a way to run production-oriented AI agents through a managed runtime provisioned in their own AWS account, while using n8n to design the surrounding workflow. For smaller businesses exploring agent-based automation, the practical appeal is a more integrated route to persistent memory, isolated execution, and ...
Přímé srovnání čtyř populárních open-source modelů na reálné coding úloze přineslo překvapivé výsledky. Qwen 3.8 27B vyhrává v přesnosti, ale za cenu vysoké spotřeby tokenů — zatímco Ornith 1.5 35B-A3B poráží poměr rychlost versus kvalita.
Co se stalo
Autor spustil detailní srovnání čtyř modelů na coding úloze: Qwen-3.8-27B, Nemotron-3.5-Lightning-30B-A3B, Ornith-1.5-35B-A3B a Muse-Glimmer-30B, vše v kvantizaci oQ8e. Výsledky jsou dostupné ve veřejném porovnání na llm-bench.io...
My copilot persists the source cards it cites — which documents backed each answer, scores, names, the works. That's table stakes for a trustworthy RAG product: an answer without its evidence is just vibes.
Here's the question that changed how I shipped it: six months from now, a user opens that old conversation and the cards render again. Who authorized them the second time?
The comfortable answer is "nobody has to — it's the user's own history, they already saw it." I shipped the uncom...