Devin Fusion maintains frontier performance at a 35% lower cost on the new FrontierCode benchmark, thanks to its innovative multi-model routing approach. By using both a frontier model and a cost-effective "sidekick" model, Devin Fusion optimizes performance and cost efficiency. The sidekick pattern.. read more  

The writer, a software engineer with 10 years of experience, expresses frustration with the current job market, citing difficulties in navigating filters like Coderpad, hackerrank, and AI proctored exams. They feel disadvantaged by these filters and feel like companies are making it more difficult t.. read more  

Qwen 3.6 is a local model that stands out as a general intelligence, offered in two variants: Qwen 3.6 35B A3B and Qwen 3.6 27B. Qwen 3.6 27B has been praised for punching above its weight, making it worth the heat it generates. Running Qwen 3.6 locally with llama.cpp is easier than ever, allowing f.. read more  

Doyensec released Session Switcher, a Burp Suite extension. You can save HTTP sessions under names, then swap cookies and headers inside the request editor... read more  

Samsung Electronics, SK hynix, and Micron face a lawsuit in the US over alleged memory price fixing. Plaintiffs claim the companies colluded on supply and pricing for DRAM, leading to price increases of about 700% in the past four years. The lawsuit, filed by individual consumers and small businesse.. read more  

The process of creating Linux drivers for drawing tablets can be challenging due to branding issues in the open-source infrastructure. Collaboration from tablet brands is essential for improving support, as demonstrated in recent interactions with Gaomon... read more  

Google walks you through shipping a remoteMCP serveronGKE AutopilotusingFastMCPandstreamable-http, swapping localstdiofor shared HTTP endpoints. The clever bit: theGateway APIhandles managed SSL plusCLIENT_IP session affinity, so one centralized server beats everyone running redundant local copies... read more  

- Always related - first rollback, then debug. - Backups aren’t real until restored. - You’ll hate yourself for bad logs. - ALWAYS have a rollback plan. - Every external dependency will fail. - If there's risk, use the “4 eyes” rule. - Nothing lasts like a temporary fix... read more  

Building HTML-first forms using Astro instead of React dramatically increased completion rates and sustainability, highlighting the effectiveness of lightweight, accessible web components for all users, regardless of browser or connectivity... read more  

The speed of innovation is crucial for teams, and AI tools have enabled faster work. A collaborative coding model where teams build, review, and ship alongside AI agents is key to staying ahead in workflows. Three shifts have reshaped how teams build, leading to the adoption of a new collaborative c.. read more