Enterprise architects should prioritize designing custom security attribute schemas for Microsoft Entra agent identities upfront, rather than treating classification as an afterthought. Microsoft's cu…
Google's Gemini 3.6 Flash reduces output token usage by 17% versus 3.5 Flash while lowering cost to $1.50/1M input and $7.50/1M output. The improvement is most pronounced on coding and web tasks, whic…
A developer released Citesure, a tool that creates a citation integrity gate for academic papers by generating a repository with pre-commit hooks and GitHub Actions workflows. The tool validates bibli…
A developer built Reloop, an open-source self-hosted email loop system that enables AI assistants to hold two-way conversations by catching replies and linking them to the right thread. The project ad…
A developer argues that Android, not the desktop, is the natural home for AI agents, because phones already have the authenticated sessions and background execution primitives that real workflows need…
A developer argues that building an MCP server is only necessary if external AI agents need to directly call a product's actions on a user's behalf. For most SaaS products, a standard REST API with an…
A developer audited nine Claude Code skills in production and found that one problematic skill, at 1,002 lines and 25,000 tokens, suffered from over-specification. The audit revealed that when every r…
Turva.dev published an open specification called Agentic Resource Discovery (ARD) that lets websites tell AI agents what resources they offer via a single machine-readable file at /.well-known/ai-cata…
A developer proposes a five-factor scoring model to help companies decide which business processes to automate with AI first, arguing that most organizations buy automation capacity before selecting t…
A developer has joined the Dev.to community, sharing interests in web development, AI, and building practical tools. They plan to post coding tips, project updates, AI experiments, and lessons learned…
A developer highlights shadcn, a headless UI library with over 100k GitHub stars, as a powerful tool for building creative, animated websites with minimal JavaScript and extensive CSS customization. T…
CircleCI has rewritten its CLI from scratch in Go, shipping it as a 1.0 beta with a built-in MCP server for agent hosts like Claude, Cursor, and VS Code. The CLI emits JSON on every data-returning com…
A developer built SymbolPeek, an MCP server that gives AI coding agents symbol-level access to a codebase, reducing context consumption by over 95%. In real-world testing, the tool avoided reading 6.4…
Developer Ammar Najjar rebuilt his personal website using Astro, Bun, and Cloudflare Pages, achieving under 10 KB of JavaScript on most pages and excellent Core Web Vitals. The architecture includes s…
AMD announced a $5 billion investment in Anthropic, while Microsoft released Fara1.5-27B, a vision-only browser agent fine-tuned from Alibaba's Qwen3.5-27B model. The US government formally accused Mo…
Agent-Up, an open-source tool, lets developers run multiple coding agent workspaces without Dockerizing the entire app. It isolates ports, processes, and environment state per workspace, avoiding coll…
A developer built an AI agent in about 80 lines of code, challenging the notion that frameworks like LangChain or CrewAI are necessary. The agent, named Steve, reviews local Git diffs using the Gemini…
A developer replaced a 7-billion-parameter LLM with a tiny Go classifier for email triage, achieving sub-millisecond inference on CPU with no GPU. The system uses deterministic rules first, then a TF-…
A backend developer building AI-powered endpoints discovered that the traditional API flow requires significant adaptation for probabilistic models. Unlike conventional deterministic endpoints, AI end…
A developer warns against letting AI define professional worth, arguing that experience is about depth, not knowing everything. The developer emphasizes that AI should assist, not replace, human judgm…