AI Coding
AI Automation Increased Work Instead of Free Time
AI tools accelerated each task, but the endless cycle of prompting, testing and new releases made it harder to stop working.
Episode 62 guest
Yo
Yo from Sovereign Engineering
About
Yo from Sovereign Engineering
Conversations
Ideas from the conversation
Privacy & Security
AI Coding Tools Need Cryptographic Guardrails
AI can accelerate software prototypes, but cryptographic code exposes why expert developers must still control the design and review every decision.
AI Coding
AI Compresses Product Iteration From Weeks to Minutes
Coding agents can accelerate a familiar cycle of design, delegation and testing, but the faster cadence makes active oversight more important.
AI Coding
AI Makes MVP Experiments Faster and Cheaper
AI lets one person turn a product idea into a testable prototype before recruiting a team or committing substantial capital.
AI Coding
AI Writes Examples, Not Core Library Code
Library author Lighthazard uses AI to expand the supporting material around his work while keeping the code he cares about under his own control.
AI Models & Infrastructure
Smaller AI Models Work Better on Narrow Tasks
Dividing software work into bounded jobs can make cheaper models a practical alternative to a single request sent to the largest available model.
Agents
Wingman Turns Natural Language Into Agent Workflows
Pete built Wingman to turn a plain-language description of a process into an editable pipeline of code, specialised agents and loops.