coding

"In 2026, engineer interviews are shifting from 'can you write code' to 'can you solve problems by collaborating with AI.'"

"Get the full Codex app experience on Windows with a native agent sandbox and support for Windows developer environments in PowerShell."

"In code tasks, Claude is the most reliable, at least for now."

"Code tasks show Claude to be the most reliable."

"On our eval set, this bumps Claude Code’s performance on these tasks from 17% to 92%."

"On our eval set, this bumps Claude Code’s performance on these tasks from 29% to 95%."

"Canvas in Al Mode is now available for everyone in the U.S. in English, offering a dedicated, dynamic space to organize your plans and projects over time."

"The Developer Knowledge API as Google public documentation's programmatic source of truth."

"It's not an anti-AI stance. It's an anti-idiot stance."

"This is a revolution that fundamentally changes the entrance to AI-driven development."

"GPT-5.3-Codex-Spark is a lightweight model specialized for real-time coding, achieving an inference speed of over 1,000 tokens/second"

"‘The long-term, intensive training no longer matches what the market demands.’ The value proposition of ‘becoming a coder in a few months’ that the bootcamp promised, collapsed the moment AI did the same in seconds."

"Through experiments on a self-play coding task, we reveal that sustainable self-evolution requires a self-synthesised data pipeline with learnable information that increases across iterations."

"The most surprising moment while using Claude Code was when the AI worked correctly with the three characters 'Go Ahead.'"

"The author uses Claude Code as their main AI coding tool but also uses other tools (Cursor, etc.) in conjunction. The author introduces an operation that they have been trying out and are quite fond of."

"The conclusion of this article is that you should not place API keys in a location where AI agents can reach them."

"The aim is not only to 'go fast'. It is to move forward safely in line with product assumptions."

"The author recommends using Gemini CLI for investigation and analysis, while using Claude Code for implementation and finishing touches."

"According to sources familiar with the project, OpenAI is developing a GitHub alternative."

"This cheat sheet aims to be a quick reference when you're wondering "what was that command again?""

""Voice mode is rolling out now in Claude Code. It’s live for ~5% of users today, and will be ramping through the coming weeks.""

"I think it is nevertheless clear that there is some sort of exponential trend."

"The article initiates the discussion with three questions: What is cognitive speed excess in programming? Can the argument that code understanding is unnecessary with the spread of AI be justified? What structural challenges do AI insurance supply and demand face?"

"oh-my-opencode 3.10.0 was installed on a home server (Debian/x64) and, using ultrawork mode, it was instructed to "create calculator.py and also write tests" resulting in the automatic generation of calculator.py (5 functions) + test_calculator.py (19 tests)."

"The interviewer answered honestly that in the last ~3 months they are almost exclusively using claude/codex on their research teams, as it's allowed them to spend much more time experimenting and ideating, and leaving the execution to the bots."

"By integrating MCP, the coding capabilities of Claude Code and NotebookLM's source-grounded responses can be combined into one session."

"Voice mode is rolling out now in Claude Code. It’s live for ~5% of users today, and will be ramping through the coming weeks."

"After this, you can hand-code half of the prompt, and when you encounter complex logic that you're too lazy to type, press and hold the spacebar to switch to voice, complain about that difficult-to-describe logic, release, and then continue typing. Seamless connection."

"Cursor's Composer mode is in a class of its own. When given the instruction to refactor these 3 files, it can generate consistent changes across files."

"The bottleneck is not the ability to write code, but the ability to verbalize what is happening."