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Bluebox, an AI-native product for building and shipping agentic generated code, shares five lessons for scaling an AI-native team without chaos, emphasizing that shared context, clear ownership, quality evidence, and dec…
A developer has built SmartContractGuardian (VLD), an AI-powered Solidity security platform that combines static analysis, retrieval-augmented generation, local large language models, multi-agent reasoning, exploit valid…
Andreas Wolf's T3DD26 talk 'Before You Let AI Touch Your Code' argues that AI amplifies existing software development practices, so teams must build a 'harness' of QA, team culture, and specs before adopting AI. Wolf not…
Kern, a new open-source container and resource runtime, launches as a single 1.52 MB static binary with no daemon, capable of starting a kernel-enforced, rootless container in about 3.5 ms. The Rust-based tool, which dep…
Ornith-1.5, a family of open-weight foundation models built on Qwen3.5 and Gemma4, trains through a self-improvement loop that jointly generates tasks, constructs scaffolds, and runs reinforcement learning rollouts witho…
MachuraHarry released repo-rag MCP, a Pipe-based server that turns any Git repository into a RAG server for AI IDEs, featuring 11 tools including keyword search without API keys, cited AI answers, code symbol lookup acro…
A developer has built HEALER, a system that automates the software engineering loop by detecting, diagnosing, and fixing problems in code. Building on the X-Ray observability system, HEALER uses a layered architecture wi…
A documentation audit of 19 widely deployed Model Context Protocol (MCP) servers found that 18 of 19 do not document the spec's instructions field or any free-text instruction surface, and none of the retrieval-focused s…
Alexander Opalic created a fork of Reka UI and used AI coding agents to migrate its 97-file test suite from jsdom to Vitest Browser Mode, keeping the original jsdom tests as a comparison baseline. The migration classifie…
Isopolis, a continuous, zoomable, clickable isometric pixel-art map of San Francisco covering all ~121 km² as a 22-gigapixel image, was built by an unnamed developer using a fine-tuned Qwen Image Edit 2511 model on 3D Go…
ContextForge, a pre-alpha context engineering platform for AI-assisted development, released version 0.4.2 as its first public-release candidate. The tool scans local repositories to build deterministic structural maps, …
JFrog co-founder and CTO Yoav Landman told Lets Data Science that AI coding agents waste tokens on terminal noise, citing a test where an agent received an 847-line log when only 9 lines were needed. JFrog's Boost produc…
The software development profession has evolved through four phases of AI integration—prompt engineering, context engineering, agentic engineering, and now relationship engineering—according to a practitioner's analysis.…
Anthropic's Claude Sonnet 5, priced at $2/$10 per million tokens during an introductory period (standard $3/$15 after August 2026), matches or nearly matches the flagship Claude Opus 4.8 on knowledge benchmarks, scoring …
A developer has published a detailed architecture for a DIY Slack bot that gives every thread its own dedicated Claude Code session running in a disposable container, built on the Claude Agent SDK. The design uses determ…
A developer discovered that macOS's `dasd` daemon accumulated 46GB of compressed memory, invisible to standard RSS-based monitoring, causing a 37GB swap and a 24-hour outage of an autonomous Claude Code environment. The …
CVE-2026-75130, a prompt-injection vulnerability in Context7, Upstash's MCP documentation server, scores 9.0 critical under CVSS 3.1 and 6.4 medium under CVSS 4.0, with no public fix documented for affected versions 2.1.…
A developer tested running coding models locally via Ollama and found that DeepSeek-Coder-V2 on an RTX 3090 delivers 0.2s time to first token and 45 tokens per second, compared to GPT-4o's 1.1s and 60 t/s, with full priv…
Microsoft has delayed the first Cumulative Update (CU1) for Exchange Server Subscription Edition for the second time, now without a committed timeline, as its engineers race to validate a growing volume of security findi…
In a podcast, Tracy Bannon, Senior Principal Software Architect and DevOps Advisor at MITRE, discussed the risks of agentic AI in software development, emphasizing that AI agents crossing system boundaries increase secur…