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The developer rewrote their MCP server to use Stdio input and output instead of HTTP, reducing code from 300 lines to about 60 lines using the Rust crate RMcp. The Stdio MCP server functions as a console program, and sup…
Australia should not try to win the AI arms race but instead leverage its critical minerals and renewable energy while ensuring global tech giants pay fair tax, argues AirTree co-founder Daniel Petre. AI capability is ad…
A new framework called MetaEvolve, developed by researchers and detailed in a paper on arXiv, teaches large language models to self-evolve through reinforcement learning, achieving a 10.01% absolute improvement on in-dis…
A new approach called Boffin adds an architectural constraint layer to AI agents, forcing them to adhere to structural rules before committing changes to a project. The method implements guardrails for LLM agents to prev…
A developer fixed two upstream crashes in the dio HTTP client and Flutter's file_selector_android plugin. In dio, the FusedTransformer crashed on empty response bodies with a custom responseDecoder, while the sibling tra…
PDNob Pro PDF Editor, an AI-powered PDF tool offering editing, OCR, document summaries, file conversion, and e-signatures, is available for a lifetime subscription of $34.99 (regularly $349.95) with code SAVE15. The app …
Developer Kalpit Rathore's SDKProof tool, which tests AI coding agents on current SDK APIs, shows Claude Opus 5 fixed last year's SDK gaps but not this year's. Scores improved for Vercel AI SDK 7 and Zod 4 (both to 100),…
Google CEO Sundar Pichai confirmed the company is training Gemini 4, its most ambitious pre-training run yet, requiring a larger base model to compete at the frontier of AI development. Pichai expressed confidence that G…
MiniMax M3, Z.ai's GLM-5.2, and Moonshot AI's Kimi K3, three open-weight models released in mid-2026, compete with closed frontier systems on agentic coding but differ in hardware requirements, latency, and licensing. A …
Developer AnmarHani released Swarmvault, an open-source LLM agent workflow framework that uses only 13 core skills and a local folder vault system to enable spec-driven execution and parallel agent collaboration without …
Mahdi, a senior full-stack engineer and international STEM educator, has joined DEV to share architectural patterns, deployment templates, and tested source code. Over eight years, he has built systems including financia…
A developer built a multi-agent AI system that autonomously fixes GitHub issues by splitting the workflow across four specialized agents: an Architect, a Coder, a Reviewer, and a PR Agent. The system uses Llama 3.1 via G…
The compute gap between hyper-funded US proprietary models and constrained open-weight labs is driving a shift toward efficiency, with developers abandoning overpriced enterprise tiers for localized stacks, according to …
Solo developer Owen Song released Inflect-Micro-v2 on July 24, 2026, a 9,356,513-parameter text-to-speech model that generates 24 kHz waveforms from English text without a hosted service or separate neural vocoder. The m…
LiveDemo.ai launched an open-source interactive demo platform in July 2026 as an alternative to proprietary tools like Storylane, Navattic, and Arcade, aiming to solve the trust and data ownership issues that prevent reg…
A developer automated their side account on X and note using a dedicated always-on Raspberry Pi running Claude Code. The AI agent drafts and posts content on a schedule, and the developer can steer it from their phone vi…
Kurt Mackey is stepping down as CEO of Fly.io, handing control to former Docker CEO Scott Johnston as the cloud infrastructure provider raises a $25 million Series D and pivots its product toward persistent computing env…
A developer who ran twenty coding tasks across three multi-agent workflow configurations found that a single-drafter system achieved a 95% score with $0.031 cost and 2.2s latency, while a planner-to-two-drafters-to-judge…
Cloudflare and AWS now let website owners charge AI crawlers per request using HTTP 402, turning a dormant 1997 status code into a toll booth for machines. Cloudflare launched pay-per-crawl in July 2025, and AWS added th…
Anthropic released Claude Opus 5, a proactive frontier model it positions near Fable 5 intelligence at roughly half the price, setting new state-of-the-art results on coding and knowledge-work evals like Frontier-Bench a…