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The traditional Plan-Build-Run model for IT organizations is being replaced by a four-phase Specify-Generate-Verify-Operate model due to the rise of AI agents and spec-driven development, according to an industry practit…
Prime Intellect's Prime Agent, a coding harness that replaces traditional tool menus with a live IPython kernel, can be run locally with DeepSeek V4 on NVIDIA's DGX Spark, and reportedly pushed Claude Opus to roughly 95.…
The Rust project's five teams adopted a policy authored by a contributor governing LLM use in the rust-lang/rust monorepo, formalizing rules for PRs, issues, and comments that involve LLMs. The policy addresses concerns …
Steve Yegge, a software engineer and creator of the game Wyvern, announced that his new closed-source coding harness, Wheelhouse, is bespoke and not reusable, and he predicts that all harnesses will soon be bespoke, maki…
NVIDIA OptiX Toolkit (OTK) provides debugging facilities for GPU ray tracing applications, including consistent checking of OptiX and CUDA API error codes and targeted device-side debug printing. OTK, a GitHub repository…
Google Cloud has launched CodeMender, a managed code security agent now in preview that uses AI to automatically scan, verify, and remediate software vulnerabilities. The tool, built on Google DeepMind research, allows c…
AI models are becoming a commodity, making the software harness that wraps around them the key differentiator for real-world work, according to a technical analysis by Technically. A harness adds tools, memory, guardrail…
Moonshot AI has launched Kimi K3, its most capable flagship model to date, with strong performance in coding, games/3D, and knowledge tasks. The model supports up to 1M context window and reasoning effort settings, avail…
OpenAI's GPT-5.6 Ultra Mode spawns four or more parallel agents to tackle complex tasks by decomposing them into subtasks, delegating work to specialized agent threads, and synthesizing results. The multi-agent orchestra…
Google released Conductor, a Gemini CLI extension in preview on December 17, 2025, that introduces Context-Driven Development (CDD) to fix context problems in AI-assisted coding by managing project context as persistent …
A developer released Zer0Fit, an open-source project that wraps Google's TabFM and TimesFM foundation models as a Model Context Protocol server, enabling LLM agents to invoke zero-shot ML tasks with no training required.…
Independent AI safety researcher @cereblab has published a wire-level analysis showing that xAI's Grok Build CLI (version 0.2.93) transmits the entire repository contents, including files the agent was told not to read, …
A senior engineer argues that AI coding agents are transforming software development by enabling rapid prototyping and forcing engineers to take on more agency, but warns that Germany's hierarchical work culture will suf…
A developer introduces agentic data engineering, a practice where autonomous AI agents design, build, and maintain data pipelines from natural-language intent, shifting from manual coding to specifying goals and reviewin…
A developer built a platform that lets non-engineers ship AI tools to production by describing workflows in plain English. The platform uses a fixed pipeline of tool calls that form a graph, where each step validates the…
A senior SDET argues that the traditional definition of a '10x engineer' as someone who writes ten times more code is misguided. Instead, the most impactful engineers create ten times more impact by building systems, fra…
Ryan Tsuji, CTO at airCloset, solved the entry-point problem for a knowledge graph spanning 46 repositories by joining it with a separate database graph (db-graph) that already had semantic search via AI-generated embedd…
Tsvetan Stoychev, a former principal software engineer at Akamai Technologies, used AI tools including GitHub Copilot, Claude Opus, and Gemini to find vulnerabilities in the ClickHouse codebase, successfully reporting re…
Anthropic introduced seven methods for delivering instructions to Claude Code, including CLAUDE.md files, rules, skills, subagents, hooks, output styles, and appending the system prompt. Each method controls when instruc…
A developer split a single AI assistant into three specialized agents—Celebi, ProgrammierMinna, and DocMinna—each with a distinct model, personality, and job. The multi-agent system routes tasks via a Telegram interface,…