Azure AI Speech now splits config paths forTTS(text-to-speech) andSTT(speech-to-text) when usingmanaged identity—and yes, they're different enough to matter. Roles, env vars, and auth flows don’t line up. Private endpoints? They nuke regional fallbacks, so you’ll need to pass full URLs. A shared ut..

Amazon Q Developer CLI now hooks into Model Context Protocol (MCP) servers, unlocking AIOps tasks—incident detection, remediation, security fixes—through plain English. Natural language in, real-time control out. It fetches data and talks to your AWS stack via a low-code UI. Tinkerable, scriptable,..

Browser-based LLMs likeBrowser-LLMnow run models likeLlama 2entirely in the browser—no server round-trips, no cloud bill. Just you, WebGPU, and up to7B parametershumming along on your machine. System shift:WebGPU cracks open real AI horsepower in the browser. Local inference gets faster, more priva..

Claude’s making typed, compiled languages feel like cheating. Rust, Go, TypeScript—rising fast where Python used to reign. Why? AI coding tools now catch bugs early, validate sprawling diffs, and help devs grok unfamiliar codebases without breaking a sweat. Compiler guarantees + AI pair = fast, safe..

Internal testing showsGPT-5edges ahead of GPT-4—better code, cleaner math, sharper step-by-step thinking. But no breakthrough. No leap. OpenAI even scrapped “Orion,” the original GPT-5 push, and settled on GPT-4.5 instead. Translation: scaling Transformers is hitting a wall. System pivot:OpenAI’s n..

Puzzmo just nuked years of tech debt in six weeks thanks toClaude Code, Anthropic’s AI-powered dev sidekick. With a clean monorepo, tight tooling (React, GraphQL, Relay), and some well-aimed prompts, one engineer knocked out core migrations, unified the UI, and abstracted the CMS—all without derail..

Tracebit discovered a silent attack on Gemini CLI due to improper validation, prompt injection, and misleading UX leading to execution of malicious commands without user awareness. Google fixed this in v0.1.14...

An indie dev got their Google account nuked—no warning—right after unzipping an NSFW dataset on Drive. It was for benchmarking a private, on-device AI model that actually beat the cloud. Didn’t matter. The system flagged a CSAM violation, locked everything, and offered no appeals. Key takeway:If yo..

The AWS CLI lets developers skip the console and drive AWS straight from the terminal. It’s scriptable, cross-region, and built for automation. Run a command, get back JSON. Pipe it intojq, slice what you need, done. Tab-completion and in-line help make it faster to poke around and stitch together ..

GitOps ditches hand-rolled deployment scripts for a cleaner, declarative model. Git becomes the truth. Agents likeArgo CDorFlux CDwatch for changes and sync your clusters on their own. It’s not just about pushing YAML. Good GitOps setups lean onKustomizefor modular config, wire inautomated image up..