JavaScript's Date Problem Is Finally Fixed: The Temporal API After 9 Years
The Temporal API reached Stage 4 and is shipping in browsers. Here's what it fixes about JavaScript's notoriously broken Date object and how to use it.
The archive · Page 6 of 6
Developer Tools
The economics, interop standards, and workflow tradeoffs reshaping how code gets written, reviewed, and shipped when AI agents share the editor with the engineer.
The archive
121–135 of 135 articles · Newest first
SWE-bench Verified Explained: What the Coding Agent Leaderboard Actually Measures (and What It Misses)
SWE-bench Verified tests AI agents on 500 real GitHub bug fixes. Learn what 'resolved 49%' means, how scoring works, and the benchmark's critical blind spots.
Claude Code in GitHub Actions: A Complete Guide to Automated PR Fixes
Claude Code in GitHub Actions is safest when it is a narrow, reviewable automation, not a privileged bot that edits every pull request.
Kotlin's Creator Wants Specs, Not Ad Hoc Prompts
CodeSpeak compiles structured English into production code via LLMs. Kotlin creator Andrey Breslav's bet: ad hoc prompting is too ambiguous for serious software development.
Alibaba's Page-Agent: Control Any Website With Natural Language
Alibaba's page-agent embeds an LLM agent in any web page with one script tag for natural language DOM control, with no browser extension or headless browser.
GitHub Copilot vs Cursor vs Claude Code: choose a workflow
Compare GitHub Copilot, Cursor, and Claude Code by model access, permissions, accepted changes, and total workflow cost.
Rust Is Quietly Replacing Python in AI Infrastructure
Rust is taking over the performance-critical layers of AI infrastructure, inference engines, tokenizers, data pipelines, while Python retains its role in research and orchestration. Here's what's actually changing and why it matters for practitioners.
Claude Code plugin scope controls where a package is enabled
Scope controls configuration reach; plugin code can still run with the user's privileges.
Claude Code Plugins: Anthropic's Official Extension Ecosystem
Explains what a Claude Code plugin can contain, how the official, community, and third-party marketplace tiers differ, and what an installed plugin runs on your machine.
LLM prompt patterns need task-specific tests
A production prompt should state the task, the authority of its instructions, the input boundary, the output contract, and the checks that decide whether the result is acceptable.
Rowboat: The Open-Source AI Coworker That Actually Remembers
Rowboat is an open-source AI coworker with persistent memory that builds a knowledge graph from your work data. Unlike proprietary alternatives, it stores everything locally as plain Markdown, giving you full control over your AI assistant while maintaining long-term context across meetings, emails, and projects.
Natural Language to SQL: AI Is Finally Making Databases Accessible
Text-to-SQL has crossed a practical threshold: SQLCoder-70b hits 96% accuracy on standard benchmarks, outperforming GPT-4 on SQL generation across most query types.
GitHub Models has been retired for all customers
GitHub Models has been retired for all customers
Tree-Sitter Code Indexing: The Secret to Better AI Code Understanding
How tree-sitter-backed semantic parsing transforms LLM code comprehension, powering the next generation of AI coding assistants with precise, incremental code analysis.
Claude Code /fast Mode: Is 6x Pricing Worth It?
The 6x fast mode premium is gone: Opus 4.7 fast mode was removed in July 2026 and every supported model now carries a 2x multiplier. We break down the economics.
