Development & Automation
How to Build a Software Factory for AI Coding Agents
Eight engineering practices for teams using AI coding agents, from code organization and type safety to lint, end-to-end tests, fast CI, and cloud agents.
Oct 13, 2026
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Development & Automation Blog.
Coding agents, developer tools, open source, and automation.
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105 articles
Development & Automation
Claude Managed Agents Dynamic Workflows Enter Public Beta
Claude Managed Agents dynamic workflows are now in public beta. Here is how phased multi-agent execution works, what the 1,000-agent run limit means, and what Anthropic reported in its 116k-line bug hunt.
Oct 12, 2026
Development & Automation
Underdog Saluki 27B: Run Qwen3.8-27B Locally with a 7.89GB GGUF
Underdog Saluki 27B is a 7.89GB IQ2-mix GGUF based on Qwen3.8-27B. See its BFCL v4 tool-calling results, llama.cpp setup, memory requirements, and Apache-2.0 license.
Oct 10, 2026
Development & Automation
Train a Decision Model with Unsloth: Qwen3.5-0.8B Benchmarks Jump from 20.7% to 74.3%
Learn how Unsloth's guide fine-tunes an LLM with LoRA into a decision model. Covers Qwen3.5-0.8B's three benchmark results, the separate Laya training case, the reproduction settings, and the inference path.
Oct 8, 2026
Development & Automation
Shaders Goes Open Source: Export WebGPU Effects as React and Vue Code
Shaders has open-sourced its renderer, components, and framework bindings under the MIT license. Here is how to export WebGPU effects as familiar code, how Pro content is licensed separately, and what browser limits to expect.
Oct 7, 2026
Development & Automation
Laminar flow-1: How to Use It and Benchmarks for Finding Agent Errors With Signals
How Laminar flow-1 investigates agent traces in Signals, the 523-trace benchmark, run costs, the setup steps, and real cases it caught and missed.
Oct 7, 2026
Development & Automation
How to Use the OpenAI Decisions API: Image Input, Voice Integration, and Operating Conditions
A look at the OpenAI Decisions API beta: how requests work, predicate, choice, and score, image input, and GPT-Live voice integration, plus pricing and ZDR, HIPAA, and regional processing conditions.
Oct 7, 2026
Development & Automation
Connect an AI Agent to a Buzz Community: Build a Mention Bot
How to connect an AI agent to a Buzz community and have it answer mentions over WebSocket, split into the official tools and a roll-your-own path.
Oct 6, 2026
Development & Automation
Uber's MCP Gateway Design: How It Manages 800 Servers and 5,000 Tools
Uber separates an MCP Registry from a Proxy Gateway to run more than 800 servers and more than 5,000 tools. A look at the Gateway design, from automatic discovery to approval, permissions, and calls.
Oct 4, 2026
Development & Automation
Supabase Introduces Docker-Free Local Development and Compute for AI Agents
Where Supabase's Docker-free local development and isolated stacks, private-alpha Compute, and public-beta OrioleDB stand, and what limits apply.
Oct 3, 2026
Development & Automation
How to Use jev-doc-search: Search Long PDFs With Jev Choice and PageIndex
VectifyAI's jev-doc-search uses a PageIndex document tree and Jev Choice to find the pages that hold the answer in a long PDF. Covers setup, the search flow, top-K and Noul extensions, and 10-K examples.
Oct 3, 2026
Development & Automation
OpenDots Released: OpenAI Dots Goes Open Source in a Day, an Always-On AI Assistant You Install on Your Own Server
CopilotKit's OpenDots is an open-source AI assistant with a browser, terminal, files, Slack, and voice calls. How to install it on your own server, connect any agent, and what it can do.
Oct 2, 2026