Latest story• Jun 29, 2026
Tau – Learn how coding agents are built
Tau is a Python coding agent built as a readable curriculum, exposing every layer of agent architecture with no hidden machinery.
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Rethinking Software Engineering in the Age of AI
LLMs can draft impressive software fast, but production quality still demands iterative feedback loops, testing, and custom tooling.
The Shifting Line Between CSS States and JavaScript Events
CSS pseudo-classes increasingly replace JavaScript event listeners, and the upcoming event-trigger spec lets CSS animations respond to DOM events directly.
Vibe zsh, turn natural language into shell commands
Vibe is a zsh plugin that converts plain English into ready-to-run shell commands via AI (OpenAI, Anthropic, or Ollama). Press Ctrl+G to generate an OS-specific command, then review and edit before running.
Black Swan Bugs: Paving the Way for New Roles in Software Engineering
AI testing agents can't catch black swan bugs — catastrophic failures from untested system interactions that only experienced human engineers can anticipate.
JetBrains Air lands on Windows
JetBrains Air, the agent-first dev environment for running AI coding agents in parallel, now officially supports Windows.
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How a Bloom Filter Works: Build One From Scratch in Python
Build a Bloom filter from scratch in Python and understand false positives, sizing math, and real-world use cases like databases and safe browsing.
A native graphical shell for SSH
Outer Shell turns servers into graphical app environments accessible over SSH, using Unix sockets and simple HTTP servers with no encryption overhead.
Agentic Orchestrator, a TUI for long-running coding agents
Agentic Orchestrator automates the full feature-to-PR pipeline with parallel AI agents, isolated worktrees, and optional human approval gates.
DocumentDB – a MongoDB compatible open-source database
DocumentDB is a MongoDB-compatible, MIT-licensed document database built on PostgreSQL with native BSON, vector search, and a Kubernetes operator in preview.
Pragmatism in an Age of Infinite Code and Unavoidable Bottlenecks
Stop waiting for smarter AI to fix your bottlenecks — build ergonomic, human-in-the-loop workflows with the tools you have today.
Cursor now has a mobile app for guiding your coding agent on the go
Cursor Mobile lets developers manage AI coding agents from their phones, reflecting a shift away from desktop setups toward mobile-first agent oversight.
Pure Terminal Text Editor
Pure is a terminal-based word processor for Markdown and HTML that edits semantic document structure instead of raw markup syntax.
Dribble – an open-source AI IDE for databases
Dribble is an open-source SQL IDE with a built-in AI analyst that writes and runs queries against your Postgres database.
Gemini API in Ruby: Building AI Agents Without an SDK
No official Ruby SDK for Gemini? This guide shows how to build a production-grade Rails agent using the Interactions API with Faraday.
The AI "Doom Loop": Why Your Autonomous Coding Agent Is Making Things Worse, And How To Fix It
Agent Rigor is an open-source framework that forces AI coding assistants through a strict six-phase workflow—planning, testing, and verifying fixes—to prevent the "Doom Loop" of confidently repeated failures.
3 Resilience Patterns That Keep a Backend Service Up When Its Dependencies Aren't
One slow dependency can freeze your entire API — here's how timeouts, retries, and circuit breakers prevent cascading failures in production.
Ignore All Previous Instructions: A Dev's Guide to Prompt Injection
Prompt injection lets attackers hijack LLM-powered apps using plain English — here's how it works and how to defend against it.
Microsoft launches MAI-Code-1-Flash on GitHub Copilot
Microsoft's MAI-Code-1-Flash is now live for GitHub Copilot Business and Enterprise, offering fast, low-latency AI code generation for large dev teams.
AgentBrush – Your coding agent's missing tool: image generation
AgentBrush gives AI coding agents persistent visual taste, keeping every generated image on-brand across Claude Code, Cursor, Windsurf, and more.
Transformers Explained for Software Engineers
A clear, math-light breakdown of how transformers work — from word embeddings to attention mechanisms — using one running example throughout.
Stop Blaming PHP: Introducing The Performance Bible for Laravel
A free, open-source 30-topic Laravel performance guide covering algorithmic pitfalls, production disasters, and architectural patterns for high-scale systems.
Murmur: Shared communication bus for your coding agents
Murmur lets Claude, Codex, Gemini, Cursor, and Copilot share a local chat room via MCP so they can delegate tasks to each other directly.
Asciigraph: Go pkg to make lightweight ASCII graph in CLI with zero dependencies
asciigraph is a Go package that renders ASCII line graphs in the terminal with multi-series, color, gradients, and real-time CLI streaming support.