Tabularis, an open-source desktop SQL client built with Rust and Tauri, launches with native Model Context Protocol support for AI agents and a full-featured human workspace. The tool targets the grow…
A developer describes using AI councils—multiple AI models reviewing proposals from different roles—to solve ambiguous engineering problems. The approach emerged from necessity due to token and contex…
A developer built an MCP server that indexes microservice repositories, enables natural language and structured search, and automates batch changes like updating dependencies across multiple repos. Th…
A developer argues that human attention, not agent capability, is the bottleneck in AI-assisted workflows. While agent capacity and compute costs are dropping, the fixed resource of human review time …
An engineer who runs three autonomous agents—an inbox classifier, a blog assistant, and Devin for code—reveals his simple rule for delegating actions: agents can do anything reversible and inbound una…
AI agents like Claude Code, Cursor, and Devin are increasingly automating complex tasks, but their focus on output risks eroding human judgment and learning. The author proposes a four-level autonomy …
AI companies selling inference must choose between cost-plus and value-based pricing to maintain margins. Cost-plus caps margins as inference commoditizes, while value-based pricing decouples revenue …
A study of 112,382 commits across 28 public repositories found that AI-written code is not more buggy than human-written code, and may be slightly less buggy. The analysis used a provenance detector t…
A developer built Else, a tool initially designed for product managers to prototype on top of their actual product, but now uses it as a personal cloud agent development environment. The tool differen…
A developer outlines a precise division of labor between human engineers and AI by spring 2026, identifying seven tasks to delegate immediately—including boilerplate generation, test generation, and d…
Cognition has developed an automated system to estimate the productivity of its autonomous AI software engineer, Devin, by measuring how many productive engineering hours each session saves. The syste…
A developer compiled a directory of over 50 AI tools and agents, including coding companions like Devin and v0 by Vercel, LLM platforms such as Google Gemini and Le Chat by Mistral, benchmarking sites…
Developer Masih Moafi introduced a technique called Harness Engineering to prevent AI coding agents from hallucinating and losing focus. The approach uses structured, repository-local control layers w…
CrewAI engineer Vini used an AI agent named Iris to quickly fix a bug where users' API keys were failing validation due to untrimmed whitespace, reducing a nine-step process to three minutes. The agen…
Courtyard cloned Shopify's internal tool Quick in under 48 hours using AI agent Devin, building a git-backed static site deployment service with SSO, drag-and-drop UI, and automatic large file handlin…
Anthropic suspended access to its Claude Fable 5 and Mythos 5 models for all customers after a US government directive citing a potential jailbreak as a national cybersecurity risk, a move Anthropic d…
Artificial Analysis, an independent AI benchmarking platform, launched its Coding Agent Benchmarks and Index at a June 11 event in San Francisco featuring speakers from Cognition, Cursor, and NVIDIA. …
Cognition has introduced an AI Productivity Guarantee for its Devin engineering agent, promising enterprise customers up to $10 million in credits if the tool fails to deliver engineering value equal …
Cognition has rebranded its Windsurf IDE as Devin Desktop, merging the two products into a single platform that serves as a command center for managing both local and cloud-based AI agents. The new re…
A developer has released Swarm Audit, an open-source command-line tool that detects when AI-generated pull requests cheat by deleting tests, weakening assertions, or swallowing errors in empty catch b…