50 results found
Perplexity's Personal Computer, its local AI agent, is now available to all Mac users via a new desktop app. It securely accesses local files, apps, and the web to automate complex workflows, with full features requiring a Pro or Max subscription.
AI dictation apps have made significant strides, leveraging advanced LLMs and speech-to-text models to offer high accuracy and intelligent formatting. TechCrunch has ranked the top AI-powered dictation apps of 2025, highlighting tools like Wispr Flow, Willow, and Monologue for their innovative features, privacy options, and productivity enhancements. These apps are transforming how users interact with technology, making voice input a powerful alternative to typing.
Quick Verdict BMW's iX3 Flow Edition, unveiled at the Beijing Auto Show 2026, isn't just another electric SUV; it's a groundbreaking statement piece that brings E Ink's color-changing Prism technology to a production
Context Hub (`chub`) addresses LLM limitations by providing coding agents with curated, versioned documentation and skills via a CLI, augmented by local annotations and maintainer feedback. This article explores `chub`'s workflow and content model, then demonstrates building a companion relevance engine. This engine uses an additive reranking layer with extracted signals to significantly improve search accuracy for shorthand queries without altering `chub`'s core design.
Google is significantly enhancing its Chrome web browser with the introduction of a new AI-powered feature called “Skills.” Announced Tuesday by the tech giant, this update allows users to save and reuse their preferred
Scorpion Coatings introduces Scorpion Scan, a mobile-first platform designed to revolutionize window film installation for small businesses. It automates pattern cutting, streamlines workflows, and provides vital operational insights, freeing entrepreneurs from manual processes. This innovation aims to boost efficiency, address staffing challenges, and empower independent operators with flexible, accessible technology.
As an experienced tech reviewer, I'm always looking for ways to optimize workflows and understand how different technologies truly impact daily use. This past month presented an unexpected opportunity to put cloud
Quick Verdict Google has quietly launched AI Edge Eloquent, a new, completely free dictation app for iOS that presents a compelling challenge to established paid alternatives like Willow and Wispr Flow. With its
Learn how to connect and use ChatGPT app integrations like DoorDash, Spotify, and Uber in simple steps to automate tasks and enhance your digital workflow.
This article details setting up Ollama with Gemma 4 26B on an Apple Silicon Mac mini for an always-ready local LLM environment. It covers installation, model pulling, and advanced configurations like auto-starting Ollama, preloading the model using `launchd` agents, and keeping models loaded indefinitely with `OLLAMA_KEEP_ALIVE` to leverage fast inference on Apple Silicon. Practical takeaways emphasize the benefits for developer workflows and memory management considerations.
As software developers, we're at the forefront of technological shifts, and few have been as impactful or as perplexing as the rise of AI coding tools. Our own Stack Overflow 2025 survey revealed a fascinating paradox:
Europe's tech sector saw over $1.1 billion in funding and fund closes from March 23-29, with significant investments flowing into deep tech, AI infrastructure, and a diverse range of sectors including biotech, space, and defense. This highlights a strategic continental focus on foundational innovations and long-term technological advancements.
As software developers, we're constantly seeking efficiency, whether it's optimizing algorithms, streamlining data flows, or reducing cloud infrastructure costs. But how often do we apply this same rigor to the physical
In the lead-up to 2025, the developer community buzzed with anticipation. Promises of sophisticated AI agents, capable of autonomously executing complex tasks and revolutionizing workflows, dominated tech discussions.
The Model Context Protocol (MCP), an open-source standard launched by Anthropic in late 2024, is rapidly gaining traction as the core communication method for AI agents. It provides a flexible framework for agents to interact with external data and users, distinct from traditional APIs that are designed for deterministic developer-driven tasks. With major adoption by OpenAI and Google, MCP is shaping the future of autonomous AI workflows.
Integrating artificial intelligence into your daily workflow can feel daunting, but when done right, it can be a significant time-saver. Google's Gemini in Chrome has received substantial upgrades, transforming your
Google has launched a new Command Line Interface (CLI) for its Workspace suite, unifying access to Gmail, Drive, Calendar, Sheets, and Docs for developers and AI agents. This open-source tool, introduced by Google Cloud director Addy Osmani, streamlines automation and agentic workflows by offering a direct, scriptable interface. It aims to reduce reliance on custom integrations and third-party connectors for enterprise productivity.
DeveloperWeek 2026 highlighted that for AI tools to be truly valuable, they need improved usability, deep contextual understanding, and robust interoperability. Key discussions centered on giving human developers more agency over AI outputs, integrating proprietary company knowledge into models, and designing agentic systems that can collaborate seamlessly across workflows.
This article explores the critical role of MLOps in bridging the gap between ML research and production, focusing on MLflow as the industry standard. It details MLflow's capabilities in experiment tracking, ensuring reproducible and auditable models, and its extension into LLM operations with features like prompt registries and AI Gateways. The discussion also covers how integrating MLflow with Databricks and Hugging Face enables enterprise-grade deployment and monitoring of complex models.
AI-assisted coding is advancing beyond simple suggestions to complex agentic systems. To manage inherent risks, robust security and isolation are crucial. Hardened containers, which are minimal and secure, coupled with agent sandboxes, provide the necessary environment for AI agents. This approach treats AI agents with the same rigor as microservices, ensuring predictability and trust in AI-driven workflows.
This handbook demystifies open source for beginners, detailing its core concepts, practical contribution workflow, and community dynamics. It debunks common myths, highlighting how public code creates a verifiable portfolio. The guide covers the development of crucial technical and soft skills, showcasing open source as a direct path to career growth, job opportunities, and invaluable networking.
Stack Overflow's March 2026 updates introduce a redesigned beta for a modernized experience and expand open-ended questions to all users, encouraging nuanced discussions. AI Assist also sees performance and UI improvements.
Fender's initial venture into the consumer audio market introduces a product with notable connectivity advantages but also significant, undeniable drawbacks. Developers evaluating this device must weigh its unique connection capabilities against its reported limitations to determine its fit within their workflow.
Block, Jack Dorsey's company, cut over 4,000 staff (40%) despite strong financial performance, attributing it to new AI efficiencies and a pivot to an "intelligence-native" operational model. This move, driven by a focus on "agentic AI infrastructure," signals a fundamental shift in how tech companies might scale and manage operations. It prompts other enterprises to audit their own workflows for similar AI-driven consolidation.
NASA has delayed the Artemis 2 moon mission from March to April at the earliest due to an interruption in helium flow within the Space Launch System (SLS) rocket. The rocket and its Orion crew capsule must be rolled back to the Vehicle Assembly Building (VAB) for repairs. This crewed lunar flyby is a critical step towards humanity's return to the moon.
