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Stop treating force multiplication as a side gig. Make it intentional12:03 Most engineers have heard the phrase “ 10x engineer ” or “ force multiplier “. In practice, the highest leverage is not solo heroics but whether your presence makes everyone around you faster, safer and more effective. That is force multiplication. Early in my time as a Senior Software Engineer, I didn’t have a clear framework for how to excel as a senior IC and multiply my team’s impact. I spoke… Why your AI agents need a trust layer before it’s too late11:17 When one compromised agent brought down our entire 50-agent ML system in minutes, I realized we had a fundamental problem. We were building autonomous AI agents without the basic trust infrastructure that the internet established 40 years ago with DNS. As a PhD researcher and IEEE Senior Member, and I’ve spent the past year building what I call “DNS for AI agents” — a trust layer that finally giv… 16 open source projects transforming AI and machine learning10:22 For several decades now, the most innovative software has always emerged from the world of open source software. It’s no different with machine learning and large language models . If anything, the open source ecosystem has grown richer and more complex, because now there are open source models to complement the open source code. For article, we’ve pulled together some of the most intriguing and … AI makes the database matter again10:22 Developers have spent the past decade trying to forget databases exist. Not literally, of course. We still store petabytes. But for the average developer, the database became an implementation detail; an essential but staid utility layer we worked hard not to think about. We abstracted it behind object-relational mappers (ORM). We wrapped it in APIs . We stuffed semi-structured objects into colum… Go developers meh on AI coding tools – survey24.ledna Most Go language developers are using AI-powered software development tools, but their satisfaction with these tools is middling, according to the 2025 Go Developer Survey. The survey also found that the vast majority of Go developers—91%—were satisfied with using the language. Results of the survey, which featured responses from 5,739 Go developers in September 2025, were published January 21 in… GitHub Copilot SDK allows developers to build Copilot agents into apps24.ledna GitHub has launched a technical preview of the GitHub Copilot SDK, a tool kit for embedding the “agentic core” of the GitHub Copilot CLI into applications. Available on GitHub , the SDK was unveiled on January 22 . Initially available for Node.js / TypeScript , Python , Go , and .NET , the GitHub Copilot SDK exposes the same engine behind the GitHub Copilot CLI, a production-tested agent runtime … Python picks up speed with a new JIT23.ledna Faster Python is now within reach, thanks to its shiny new JIT. But we also have fast dataframes thanks to Pandas, and three slick new GUI interfaces for SQLite. And then there’s Zed, the new Rust-powered contender to VS Code’s throne. It’s a busy time in the world of Python, and we’ve got all the scoops. Top picks for Python readers on InfoWorld How to use Pandas for data analysis in Python For … Agentic AI exposes what we’re doing wrong23.ledna We’ve spent the last decade telling ourselves that cloud computing is mostly a tool problem. Pick a provider, standardize a landing zone, automate deployments, and you’re “modern.” Agentic AI makes that comforting narrative fall apart because it behaves less like a traditional application and more like a continuously operating software workforce that can plan, decide, act, and iterate. Agentic AI… JetBrains IDEs integrate OpenAI Codex23.ledna OpenAI has made its Codex AI coding agent available directly inside JetBrains IDEs, enabling developers to plan, write, test, review and deploy code without leaving their editor. OpenAI and JetBrains announced this move on January 22 . With Codex now natively integrated into JetBrains AI chat, developers now can collaborate with Codex directly within a JetBrains IDE, starting with version 2025.3.… Rust 1.93 updates bundled musl library to boost networking23.ledna The Rust team has unveiled Rust 1.93, the latest version of the programming language designed to create fast and safe system-level software. This release improves operations involving the DNS resolver for the musl implementation of the C standard library. Linux binaries are expected to be more reliable for networking as a result. Rust 1.93 was introduced January 22 . Developers with previous vers… Tailwind, AI, and building the future of software22.ledna I have had a love/hate/love relationship with Tailwind. When Tailwind was first released, it generated a lot of buzz, and I naturally gave it a look. It was an intriguing notion—to define a multitude of tiny CSS utility classes that you embed directly in your HTML, giving you fine control over every tag. It was super cool. However, I’m a huge believer in the separation of concerns. You shouldn’t … MuleSoft debuts Agent Scanners to rein in enterprise AI chaos22.ledna Salesforce-owned integration platform provider MuleSoft has added a new feature called Agent Scanners to Agent Fabric — a suite of capabilities and tools that the company launched last year to rein in the growing challenge of agent sprawl across enterprises. Agent sprawl , often a result of enterprises and their technology teams adopting multiple agentic products, can lead to the fragmentation of… TypeScript levels up with type stripping22.ledna TypeScript is usually described as a superset of JavaScript , meaning all valid JavaScript is also valid TypeScript . With a few notable exceptions (like Enums and namespaces), it is possible to go through a program, delete the type information, and arrive at a perfectly legitimate JavaScript program. This is type stripping, an alternative to transpilation. Now there’s a move to add type strippin… AI agents and IT ops: Cowboy chaos rides again22.ledna In a traditional IT ops culture, sysadmin “cowboys” would often SSH into production boxes, wrangling systems by making a bunch of random and unrepeatable changes, and then riding off into the sunset. Enterprises have spent more than a decade recovering from cowboy chaos through the use of tools such as configuration management, immutable infrastructure, CI/CD , and strict access controls. But, no… jQuery 4.0.0 JavaScript library features trusted types22.ledna Version 4.0.0 of the still-widely-used jQuery JavaScript library is now available. Celebrated as the first major release in nearly 10 years, jQuery 4.0.0 features support for trusted types and a new, slimmer build. Announced January 17 , the newest version of the jQuery JavaScript library can be downloaded from jquery.com . Trusted types in jQuery 4.0.0 ensure that HTML in the TrustedHTML interfa… |