Vibe-coding is growing software in parallel petri dishes. State machines and formal verification design it. In this new era, we'll need both.
Software engineering has evolved into systems architecture. 37signals, Artemis & SpaceXAI all report the same shift : agents write the code, engineers design the systems that decide whether it is right. The scarce resource was never the talent, it was the foundation to verify against.
Should a calendar agent run for your entire five-year company tenure or reset every day? Why perpetual sessions fail & how to design agent lifespans.
As engineering teams shrink and AI agents multiply, key-person risk becomes existential. The ratio you choose determines your team's shape and its fragility.
Practical lessons from a year building AI agent systems : prototype with frontier models, fine-tune for stable tasks, use static typing, & run competing agents as critics.
My AI inference costs hit $100k annualized. Then I cut them 88% in a weekend. Technology companies are adding a fourth component to engineering compensation.
AI agents are revolutionizing productivity by transforming traditional to-do lists into 'done lists' of completed work awaiting approval. Learn how the disappearing middle of work changes everything about planning & productivity.
OpenAI's Codex went from intern to senior engineer in 12 months. At 92% adoption & 72% more pull requests, the architect-implementer workflow proves AI has graduated beyond junior-level work.
Discover how Web3 open-source projects like Arbitrum ($20B) are revolutionizing community licensing, governance, and value creation in tech startups.
Analyze key trends in open source AI models: 92% use Apache/MIT licenses, with Meta capturing 30% of downloads. Data-driven insights from HuggingFace's top 300 models.
