112 stories
Docker spent the last few years teaching developers to stop running random shell scripts on bare metal. Now it wants to teach AI agents the same lesson, and it's charging by the second to do it.
The identity part of agent security is settled. An agent needs its own identity: a short-lived, revocable credential scoped to The post The agent didn’t break your controls. It went around them. appeared first on The New Stack.
Of roughly 300,000 domains scanned for Supabase usage, 16,326 came back with a database anyone on the internet could query directly - no login, no API key, just a URL.
AI agents now read your API docs before developers do. What OpenAPI, llms.txt, Markdown pages, and an MCP server each give an agent, which one to build first, how to write descriptions an agent can act on, and how to keep all of them in sync with the code.
llms.txt is a small Markdown file that tells AI agents which pages on your site matter. What the v2 spec requires, a worked example, the mistakes validators catch, how to serve it, and why the file quietly goes stale.
Daytona cofounder Ivan Burazin wants agents that can finish the job within the authority they have been given. His interview offers a starting point for examining how agents use your software. The post What changes when AI agents use your software appeared first on Arize AI.
Deploy and operate software without cloud complexity. Railway is a cloud platform for deploying applications and services from a repository. It provides automatic configuration, preview environments, networking, scaling, logs, metrics and rollbacks in one workspace.
Build applications on a complete Postgres platform. Supabase is a Postgres development platform that combines a database with authentication, data APIs, Edge Functions, realtime data, storage and vector support. Teams can use individual products or the integrated platform.
Docs as code means writing documentation with the same tools and review process as code. A practical GitHub workflow: repo layout, the CI checks worth running, a docs-required gate, and the gap none of them close — docs that are reviewed but no longer true.
DevFest 2026 is back and here’s how you can connect with one of the more than 800 global events to build, secure, and scale in the agentic AI era.
On August 13, 2026, DeepSeek published a GitHub repository called deepseek-harness. Within two days, it had passed 95,386 stars and 8,826 forks (a vanity metric on its own, but a spike this fast signa
Agents write code faster than teams can review it, and agent PRs fail differently than human ones. A practical guide to reviewing AI-generated pull requests: the failure modes worth your attention, a review order that catches them, and how to move the work earlier so less of it lands on a human.
Coding agents fail on context, not capability. A practical guide to context engineering for a real repository: the four layers, a token budget you can reason about, how to diagnose which layer is failing, and how to keep it from going stale.
Here’s a recap of some of our biggest AI updates from August, including the launch of Gemini 3.7 Flash, Gemini 3.5 Transcribe, and the all-new Pixel 11 series of devices.
Keep useful context when a coding agent gets stuck. Learn when to resume, fork a session, or hand a summary to another agent.
Skills, MCP servers, and CLAUDE.md all load context into a coding agent, but they are not interchangeable. A decision guide to picking the right one - static procedure vs. live data - without bloating the context window or shipping stale answers.
Explore how Tekyous helps developers find the right tools and build tech stacks visually.
Our prediction for when the software factory actually arrives, the four tiers on the way there, and the first production run, starting in September.
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