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Railway said Wednesday that an unauthorized party accessed systems holding customer environment variables and obtained the decrypted contents of some, including API keys and database credentials, prompting the platform t…
A developer writing in Harness Engineering describes a "trust gradient" for working with non-deterministic LLM coding agents, moving from line-by-line review to diff review to requirement verification as deterministic la…
An unofficial open-source project, sre-practice-skills, published eight Agent Skills that teach Claude Code and other Agent Skills–compatible agents to apply practices from Google's 2016 Site Reliability Engineering and …
A developer published a step-by-step guide for migrating MuleSoft APIs to Microsoft Azure Functions, using the AI-assisted development platform AI2DEV to support code transformation and migration planning. The guide maps…
PHP maintainers published emergency patches on Wednesday for two vulnerabilities tracked as CVE-2026-109618 and CVE-2026-109619, which allow unauthenticated attackers to execute code on servers running PHP, and accused s…
A developer moved thirteen of the shell-script hooks in workkit, a workflow kit for Claude Code, into a single plugin module loaded once per session, cutting each hook fire from about 90 ms at the median to near zero on …
A remote engineer built a single Go binary that inventories 104 servers and 2,139 VMs across VMware vCenter's seven clusters and Nutanix Prism Central's three clusters in one run, using Anthropic's Claude to write much o…
The PHP Foundation released patches for two unauthenticated remote code execution flaws in PHP, CVE-2026-109618 and CVE-2026-109619, but only for PHP 8.2 and up, while the UK's National Cyber Security Center says the vul…
A developer released taskman, an open-source Rust terminal UI that runs parallel Claude Code and Codex sessions, each in its own git worktree, alongside the ticket's Jira, Linear, GitHub Issues or Local files issue and i…
Anthropic released Claude Haiku 5.5 on October 7, 2026, at $0.10 per million input tokens for prompts under 100k, down from $1 on Haiku 4.5, but the release rejects manual thinking budgets, assistant message prefill, and…
Google released the Elephant-Goldfish Model, an open plugin for its Antigravity agentic development platform that splits spec-driven development between deep-context "Elephant" agents that draft designs and zero-context …
A developer built rules-guard, an MIT-licensed Claude Code plugin that enforces agent guardrails through PreToolUse hooks, and validated it by replaying every Bash command from local session history against the rules wit…
A developer released PhotoCraft Companion, an open-source Rust plugin ecosystem that adds local DirectML GPU-accelerated AI tools and a floating egui toolstrip to the PhotoCraft graphics editor, working around the editor…
Stanford researchers Hermann Kumbong, Ishan S. Khare, Simran Arora, Azalia Mirhoseini and Christopher Ré introduced Next-Concept Modeling (NCM), a non-autoregressive language modeling framework that generates text coarse…
Apache Airflow released AI Provider 1.0, adding agent orchestration primitives to its workflow engine as DAG tasks rather than a standalone agent framework. The provider, which installs on Airflow 2.11 and later, introdu…
Smartsheet has launched a generally available Model Context Protocol (MCP) Server that lets AI assistants read, write and manage Smartsheet data through a standardized protocol spanning more than 40 tools for sheets, row…
Developer Nazmul published a Show HN post introducing TinyML AI, or the Pluto Engine, a natural language model he says runs directly on an Espressif ESP32 microcontroller without third-party APIs or models. The demonstra…
A developer built CommitSloth, an offline-first Python CLI that reads a local git repository, filters out lockfiles and binary noise, and prompts a local Google Gemma model through Ollama to generate pull request descrip…
A developer documented a recurring debugging pattern in which AI coding assistants fail with a generic "Request failed" message even though the endpoint's /health route returns 200, because the health check answers reach…
Yash, an open-source developer, merged five Rust pull requests totaling 2,203 additions across the minip2p networking library and the Trak code-analysis CLI. In minip2p he scheduled NAT renewals at half the relay's adver…