What brownfield engineering teaches builders about reliable AI agents, context, reuse, sentinels, and behavior-driven evals at SQ Collective.

Why autonomous AI agents need identity, trust, and credential boundaries, from a Stage session with loomal.ai at SQ Collective.

How AI builders can design better products with Claude and Paper.design by clarifying direction before code at SQ Collective.

Ivan from Manus.ai explains why reliable AI agents start with context before tools, using capability design, memory, and tool calling at SQ Collective.

Practical lessons from three years building AI agents, from flashy demos to agents that create real business value and revenue.

Farhad's Co-work Friday talk on why enterprise complexity is a translation problem, not just a technical one, and how teams can make it visible.

Why staff ignored an AI Telegram bot, and what changed when the workflow was redesigned around clarity, critique loops, and real human edge cases.

A candid recap of Co-working Friday's first Demo Day, from shipping an unfinished AI community tool to building confidence through public demos.

A founder reflection on turning Claude into a 24/7 AI coworker, from unused subscription to always-on product-building partner.

Notes from AI SpeedUp on how China AI companies scale globally, from production readiness to GTM, partnerships, and infrastructure.

How one builder uses AI to collapse product and engineering loops, shipping production software without a traditional engineering team.

Why AI trust comes from matching expectations to reality, with lessons from Jeremy Soo on emotional AI and product credibility.

A practical pricing strategy recap for founders: move beyond competitor guesses and design pricing as a system for value capture.