Topic
20 articles found
AI agent governance after the tool call is audit paperwork, not control. Even small actions have side effects: sending an email, updating a customer's details, approving a refund, updating a Salesforce opportunity, or even simply spending money from a wallet. Each of these actions has a useful side
Approving an MCP server once for production is the first step in securing MCP. The real danger comes after that when the surface that the model is interacting with changes slowly but fundamentally. A read-only customer lookup tool becomes an export tool. A database helper adds a required raw-SQL par
Every developer eventually faces a difficult choice: Build another to-do app. Or create an absurdly over-engineered game with eight interconnected worlds, giant numbers, prestige systems, and enough gears to make a Victorian engineer cry tears of joy. Naturally, I chose chaos. Cog & Cosmos: The Fort
You built a solid internal tool. It manages customers, tracks orders, handles operations. Your team lives in it every day. Then someone in leadership asks: "Can we get a report showing monthly revenue by plan type, broken down by region?" And you realize — your tool has no reporting layer. No charts
Hi everyone! I’m currently building a custom programming language called Swiq using C++. Most modern languages rely entirely on standard garbage collection or strict block scoping. When I designed Swiq, I wanted to give developers first-class semantic keywords to handle state management natively at
Claude Code and similar coding agents are strongest when the task requires judgment: architecture, unclear requirements, production incidents, security-sensitive logic, and hard debugging. The problem is that many teams also use the same strongest model for routine work: small tests, README edits, t
The Google Home Speaker is set to start shipping very soon but, ahead of that, one user was able to buy one from a retail store early. They’ve since shared their first impressions, which unfortunately confirm that the speaker has a fixed power cable that’s also pretty short.
Effective next week, Google’s parent company, Alphabet, is being added to the Dow Jones stock index.
Testing webhooks locally is one of those problems that sounds simple until you actually try it. Your GitHub webhook needs a publicly routable URL, but your development machine is behind a NAT or firewall. You can't just point GitHub at http://localhost:3000/webhook—GitHub's servers can't reach it. T
I spent years working on data infra. I got tired of the manual grunt work, so I built CreatiVault to automate my benchmarking and influencer tracking. It does the job perfectly for me, but I’m struggling to get anyone else to try it.I’m a dev, not a marketer. So I have to ask: Is my product actually
Retrieval-augmented generation looks trivial in a tutorial: embed some documents, drop them in a vector database, stuff the top matches into a prompt, done. Then you point it at real company data and real users, and you discover that the demo was the easy 10%. We build RAG systems over private knowl
The 2026 FIFA World Cup in North America is reshaping one of sports' most fundamental probabilities: the likelihood of a "Cinderella story" advancing from the group stage. For the first time in the tournament's history, we have a 48-team format split into 16 groups of 3, where the top 2 teams advanc
The "Forgotten Server" Problem Every developer has been there. You spin up a temporary staging instance to test a deployment script, or you launch a quick Redis container to debug a caching issue. You intend to tear it down in an hour, but then a Slack notification hits, a meeting starts, and that i
Check this out: how I Stopped Overpaying For AI Models (And You Can Too) honestly, I gotta say... I'm pretty bad at math when it comes to my own money. I was burning through cash on AI infrastructure like it was going out of style before I finally sat down and did the math. And what I found kinda pi
Lucide 1.0 is here, and it changes the way developers ship icons. A 32% bundle size reduction for React, no more legal gray area with brand marks, over 1,600 consistently styled SVGs — all in a single stable package. If you build with React, Vue, Svelte, or Solid, Lucide 1.0 is a clear productivity
You have a CSS grid of cards. You want a view transition that animates every card from its old position to its new one, individually. The rule is non-negotiable: each snapshot needs a unique view-transition-name. The interesting part is no longer that requirement. It is how you assign those names wi
A model that scores 95% on your test set feels like the finish line. Then you ship it, and you find out it was the starting line. The model was maybe 10% of the work; everything that makes it survive production is the other 90%. We deploy machine-learning systems for companies, and the projects that
Last month, we were developing a new AI-powered planning module for operator screens in a manufacturing ERP. Seeing how quickly AI generated code and easily integrated complex algorithms, I paused for a moment and thought, "So, what will happen to our jobs?" This isn't just my question; I believe it
An internal release agent finished a deploy a little after 2 a.m. and then had nothing it could read. The dashboards were green. But green is something you see, not something you fetch. The agent's next step, continue the rollout or pause and wait for a human, depended on a judgment that lived only
Come vulnerabilities were found within hours, but that does not mean the model was able to exploit them within that time, the official said. The post Anthropic’s Mythos Model Found Vulnerabilities in Classified US Government Systems, Official Says appeared first on SecurityWeek.
