13m
•
ai-ml
•
intermediate
•
2025-12-30
- Caitlyn, leading Anthropic’s “claw” developer platform, introduced the session by thanking Swix and emphasizing the audience’s experience building agents with LLM APIs.
- The platform’s evolution centers on three pillars for maximizing Claude’s performance: exposing its reasoning capabilities, managing its context window, and providing Claude with a “computer” (tool‑use infrastructure).
18m
•
programming
•
intermediate
•
2025-12-30
- The speaker admits that developers routinely ship generated code they can’t fully explain, a habit that’s become common across the industry.
- He traces this “software crisis” back to recurring historical cycles—each leap in hardware or methodology (C, personal PCs, OOP, agile) expands demand faster than programmers can manage.
17m
•
ai-ml
•
intermediate
•
2025-12-30
- The speaker promises to deliver high‑level, practical insights over the next 10‑15 minutes that will help listeners build believable, capable, and reliable AI agents within the next six months.
- They emphasize shifting from current stateless LLM applications to stateful ones by embedding persistent memory, which reduces prompt engineering and enables agents to form lasting relationships with users.
59m
•
programming
•
beginner
•
2025-12-30
- The session room is full, but the exact same lab will be offered again at 3:30 PM in a different room for anyone who missed it.
- Attendees must accept the invitation to the GitHub organization sent to their email to gain access to GitHub Copilot before the lab begins.