open-source.
24 writings found
Latest Archives
Six Months of LLM Chaos: When Coding Agents Became Usable
November 2025 marked an inflection point in LLMs. Coding agents crossed a threshold from novelty to daily driver, while laptop-available models shattered expectations.
Open Science as Infrastructure: Why Google's Research Philosophy Matters to Developers
Exploring how open-source datasets and collaborative science are reshaping the developer ecosystem and enabling the next generation of breakthroughs.
The Open Science Shift: Why Google's Research Strategy Should Matter to Every Developer
Exploring how open-source research infrastructure is reshaping scientific discovery and what it means for the developer ecosystem building tomorrow's breakthroughs.
Google Research's Open Science Gambit: What It Actually Means for Developers
Google's pushing open science hard, but the real story is how agentic AI workflows might reshape research collaboration for the rest of us.
LLM 0.32a0: Why Your Prompt/Response Mental Model is Already Obsolete
Simon Willison's LLM library gets a major refactor to handle multi-modal inputs, streaming message parts, and the messy reality of modern AI models
LLM 0.32a0: When Your Abstraction Meets Reality's Complexity
Simon Willison's LLM library gets a major refactor to handle the messy, multi-modal world of modern AI models. Here's why abstractions always break.
DeepSeek V4: The Frontier Model That Costs Almost Nothing
DeepSeek drops V4 models that rival GPT and Gemini at a fraction of the cost. The efficiency gains are staggering, and they might run on my laptop.
How Meta Escaped the Open Source Forking Trap with WebRTC
Meta's multi-year journey to break free from a divergent WebRTC fork reveals hard lessons about managing open source dependencies at scale.
How Meta Escaped the WebRTC Forking Trap Without Breaking Everything
Meta's multi-year migration from a divergent WebRTC fork to upstream reveals hard-earned lessons about maintaining open source dependencies at scale.
The Axios Attack: When Social Engineering Becomes Your Supply Chain's Weakest Link
A sophisticated social engineering attack compromised Axios maintainer credentials through fake job interviews. Every open source maintainer needs to know this.
The Axios Attack: Why Social Engineering is Now the Biggest Threat to Open Source
A sophisticated supply chain attack on Axios used fake job interviews to install malware. Every open source maintainer needs to understand this threat.
Meta's AI is Reshoring American Concrete, One Mix at a Time
How Bayesian optimization is helping U.S. concrete producers ditch imported cement and redesign mixes in days instead of months.
Starlette 1.0 and the Problem of Teaching AI New Tricks
Starlette finally hits 1.0, but breaking changes expose a fascinating challenge: how do you get LLMs to generate code for versions they weren't trained on?
OpenAI Acquires Astral: What This Means for Python's Future
OpenAI's acquisition of Astral (uv, ruff, ty) raises questions about open source strategy, developer tools, and the coding agent wars with Anthropic.
Meta Killed Their FFmpeg Fork and That's Actually Great News
How Meta's collaboration with FFmpeg developers brought multi-lane encoding and real-time quality metrics to everyone, not just billion-user platforms.