The Frontier

Dax Raad argues the core bottleneck for software teams has shifted from writing code to thinking about what to build. AI speeds execution but doesn't solve the problem of deciding what to do.

Raad's memo to his OpenCode team warned of AI turbocharging three classic problems: shipping features that aren't worth shipping, embedding hacky workarounds, and neglecting cleanup.

Raad sees product-market fit as a critical phase where AI can worsen decision-making. He says it's easy to respond to every user request or competitor feature, which results in a Frankenstein product.

OpenCode's growth exploded from 650k monthly active users in December 2025 to 2.5 million in January 2026 and was around 6.5 million last month.

Raad believes companies with motivated, competitive employees will leverage AI productivity gains, but most engineers in standard environments will simply use the speed to do the same work with less energy.

Raad asserts that pure inference businesses are extremely profitable due to high margins. He claims some models have sticker prices with 80% margins for OpenCode, and giants like Anthropic and OpenAI might see 90% margins.

Raad says GPU supply is bottlenecking even companies of OpenCode's size. Demand is growing exponentially while production is linear, causing a capacity crunch and forcing companies to hoard and pay upfront.

OpenCode's business model includes Zen, an inference service that hit a $50 million run rate within five or six months, and enterprise control plane software for managing AI tool usage at scale.

Raad criticizes viral predictions like '24-29 year olds are the most valuable asset' as defense mechanisms. He says people confidently assert futures where they are winners to manage anxiety about rapid change.

Raad emphasizes the importance of 'taste' and irrational quality investment. He cites building their own terminal framework as an irrational move that became a key differentiator against competitors like Cline.

Raad notes that old software patterns like Domain-Driven Design are becoming more useful again because they provide guardrails for 'a bunch of idiots' - AI agents that work 24/7.

Raad advises engineers to combine software skill with deep industry expertise. Spending a year in any field makes you more knowledgeable than 99% of people, creating a powerful 'unicorn' combination.

OpenCode capitalized on Anthropic's clumsy ban of Claude subscriptions by galvanizing competitors. They secured official OpenAI support the next day, turning a crisis into a strategic win.