Why AI Agents Fall Apart After Hours of Work
Nuno Campos
Most AI agents can run for hours, but almost none can tell you if the work they did was right. Learn how Nuno Campos is solving this problem at Witan Labs.
Aug 19, 2026 · 32:04Software development has the new default. Here's how it actually works.
How engineers, PMs, and CTOs at leading tech companies are changing every stage of software development: from ideation to maintenance.
In conversation with the builders
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Apr 16, 2026 · 10m 14sWhy People Beat Plans: Investing in Human Potential
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Invest in people alongside AI: cultivate your team's decision-making ability for successful software development in the AI era
Mar 24, 2026 · 10m 2sBrowse by development phase
Every episode maps to a stage of the software lifecycle. Pick where you are right now.
01
IDEATING
41+ EPISODESAI strategy, org design, product vision, autonomous teams, economics of intelligence
BROWSE IDEATING02
DESIGNING
14+ EPISODESUX in the AI era, code-first design, prototyping velocity, human taste vs. AI output
BROWSE DESIGNING03
BUILDING
34+ EPISODESContext engineering, AI-native stacks, code review at scale, architecture decisions
BROWSE BUILDING04
TESTING
7+ EPISODESNon-determinism, guardrails, LLM evals, security, agentic attack surfaces
BROWSE TESTING05
MAINTAINING
4+ EPISODESAI-generated tech debt, legacy code, vibe coding repair, remote-first workflows
BROWSE MAINTAINING