At the Global DevOps Summit 2026 in Bengaluru, AI in DevOps has evolved from detection to autonomous action, with tools that can read logs, identify root causes, and even open pull requests with fixes…
Turing Award winner and Postgres creator Mike Stonebraker revealed that large language models score 0% accuracy on real-world data warehouse queries, despite achieving 80-85% on popular benchmarks lik…
Boris Cherny, creator of Claude Code at Anthropic, stated in 2026 that his job is now to write loops rather than prompt models directly. A developer at Puzzle Quest Games describes the bootstrap probl…
A developer at an enterprise SaaS platform restructured a conversational AI agent from a monolithic design into a modular 'skills' architecture. Each skill handles a single responsibility, such as cha…
A developer building an AI-assisted editorial pipeline for technical writing discovered that fixing the AI reviewer required more than rubric tuning. After reordering analysis before scoring, the deve…
A developer created sound hooks for Claude Code that play cat meows when the AI finishes a task or requests permission. The setup uses shell scripts and mp3 files triggered by hook events in Claude's …
A developer describes a night of work where they rotated a live payment key, published a software release, resurrected a dead login, archived a security liability, and put a certified AI agent on payr…
A developer created Echo, an AI system with persistent memory that retains and recalls user interactions over time. Built as a Kaggle project, Echo uses a pipeline to store meaningful interactions, re…
Enterprise technology manager Adeel Ali warns that tech giants are falling into an 'AI Infrastructure Trap,' shedding human capital to fund skyrocketing AI infrastructure costs. Citing Layoffs.fyi dat…
A developer using the Frantic platform under the handle @ryde-play found that the key to successful paid bounties is treating submissions as verification contracts rather than implementation tasks. Af…
A developer built viterm, a native macOS terminal app in Swift + AppKit with libghostty rendering, to solve the problem of losing track of AI agent sessions. The app shows session states as colored do…
NVIDIA's new Vera CPU targets agentic throughput, addressing orchestration overhead in multi-step AI workflows. A 5B-parameter latent diffusion model generates multiplayer Rocket League matches at 20 …
Travis, a backend developer from Vietnam with two years of experience, has joined Dev.to to share his learning journey in backend development, React, React Native, and AI tools. As a junior developer,…
OpenAI released GPT-Realtime-2.1 and GPT-Realtime-2.1-mini, low-latency voice models that handle audio generation and understanding through a single model over a live connection. The mini model adds r…
A developer has published a guide for building an Agentic OS, a lightweight automation layer that enables AI to autonomously inspect repositories, assign tasks, verify outputs, and enforce budgets. Th…
A developer encountered a login failure when using the Higgsfield CLI on a headless server because the OAuth 2.0 PKCE flow assumes the browser and the HTTP listener share the same localhost. The redir…
A developer tested a 'predict-then-diff' technique for reviewing AI-generated code, writing down expected output before viewing the AI's answer. The experiment revealed that the developer's own instin…
A developer argues that most organizations cannot fully catalog their AI systems, creating a security blind spot. The post introduces the AI-BOM (AI Bill of Materials) as a structured record to track …
The Model Context Protocol (MCP) enables AI assistants to interact with external tools and data sources through standardized servers. A developer demonstrates how to build MCP servers using the offici…
A developer explains the technical journey from pressing Enter to receiving a response from a large language model (LLM) like ChatGPT, Gemini, or Claude. The process involves tokenization, embedding, …