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The conversation around Agentic AI often focuses on one goal: making agents more autonomous. More tools. More reasoning. More planning. More independence. It sounds like progress. But is more autonomy always the right answer? As software engineers, we rarely optimize for "more." We don't build distr
👋 Hey dev.to community, Last week I shipped a workflow I built for a friend who runs an online shop. He called me again a few days later with a new headache: he's drowning in Purchase Orders. Every single one gets opened by hand, the data typed into a Google Sheet, and that sheet uploaded into his
Stop Treating Databases Like Dumb Storage! A Modern Approach to Data Layer Optimization Introduction In the rapidly evolving landscape of cloud-native applications, the database often remains the last bastion of outdated architectural thinking. Too many development teams, even in 2026, treat their d
Build a Real-Time Crypto Trading Dashboard with Python, WebSockets, and React Real-time data is the difference between catching a move and reading about it later. This tutorial walks through a minimal but complete stack: a Python WebSocket client pulling live prices, a simple signal generator, and a
You built a system to surface information so a person could decide. Somewhere it started deciding for them — the output stopped saying "here's what the documents show" and started saying "you should do X." Nobody designed that drift. An LLM, when asked a question, produces an answer-shaped thing, an
Every major cloud provider sells a key management service, and most sell a "bring your own key" option layered on top, marketed as the difference between trusting the provider and trusting yourself. The pitch is clean. The mechanics underneath are not, and the part that actually determines who can r
If you're anything like me, your Chrome toolbar probably looks like a collection of tiny puzzle pieces. Grammar checker. At one point I had more than a dozen extensions installed. Chrome became slower, pages loaded later, and every extension wanted permission to "read and change all your data." Then
Originally published on productize.life. Quick answer: gstack is an open-source (MIT) skill set that Garry Tan, president of Y Combinator, builds with every day. It turns Claude Code into a team of 23 specialists, CEO, engineers, designers, QA, and a release engineer, forcing every change through a
Originally published on productize.life. Quick answer: pm-skills is a marketplace of around 68 Claude skills for product management across 9 plugins, from strategy and discovery to market research and AI shipping. It is built by Pawel Huryn, author of the Product Compass newsletter. Each skill is no
A company shifted from project- to product-thinking after their platform outgrew single-team use. The limitations that they felt with their platform were one-off deliveries, lack of product vision, and weak feedback loops. They have moved toward a self-service, API-driven, multi-tenant infrastructur
Why Our AI Agent Still Stumbles on Full-Stack Apps We've all been there. You're riding high on the AI hype, picturing your agent effortlessly spinning up features, leaving you free for higher-level architectural decisions. You feed it a prompt like, "Build me a simple user profile page with authenti
Novo Holdings, the investment company that controls Novo Nordisk and holds the wealth of the Novo Nordisk Foundation, is backing a fund aimed at Italian drug startups, according to Bloomberg. The move extends a pattern that has seen the Danish investor push capital into life sciences hubs well outsi
Instead of just selling chips, Nvidia is offering AI clouds a revenue-sharing and credit-support model built to get GPUs into the hands of companies that could not otherwise afford them. Nvidia is changing how it gets paid. The company announced on Wednesday a new arrangement in which AI cloud provi
A 10-country analysis finds 20 million children already using AI tools, with governance struggling to keep pace with a generation growing up inside what UNICEF calls “a global experiment.” An estimated 20 million children across ten countries have already used artificial intelligence, and they are p
Alva Industries has raised €16 million to scale production of its ultra-compact electric motors, the Trondheim based deep-tech company announced on 2 July. The round is led by Nysnø Climate Investments, Sandwater and Emerald Technology Ventures, the latter investing on behalf of the Nabtesco Technol
The company now expects to ship a few thousand more vehicles by the end of 2026 than it previously expected, after launching its R2 SUV last month.
Google tries balancing AI data center emissions with clean energy efforts.
Cisco confirmed that attackers are now exploiting a Unified Communications Manager (Unified CM) vulnerability patched in early June. [...]
Researchers say credentials harvested from hundreds of thousands of FortiGate firewalls are being used to facilitate ransomware attacks by the INC and Lynx operations. The post FortiBleed Campaign Linked to INC, Lynx Ransomware Attacks appeared first on SecurityWeek.
Microsoft has fixed a known issue causing the Copilot Chat or Copilot buttons in Classic Outlook to disappear for Windows users with the Copilot Chat (Basic) license. [...]
