Tech Videos — Week of 2026-05-16 to 2026-05-22#
Watch First#
Build Agents That Run for Hours (Without Losing the Plot) by Anthropic is the required watch of the week for anyone building autonomous systems. It eschews hype for pragmatic scaffolding details, explaining the specific adversarial generator and evaluator patterns necessary to keep LLMs reliably executing software tasks over 12-hour context windows.
Week in Review#
The dominant theme this week is the urgent industry shift from fragile prompt engineering to rigid, deterministic scaffolding for AI agents to prevent massive codebase entropy. Across the board, engineering teams are frantically building protocol-level guardrails—like the Model Context Protocol (MCP), secure execution sandboxes, and neurosymbolic guardians—to stabilize complex agentic workflows. Simultaneously, hardware architecture is formally fracturing, with dedicated silicon and runtime optimizations splitting raw training workloads from constrained edge inference limits.