Video 1
Why coding agents are changing engineering velocity
Source: Latent Space
A grounded breakdown of where agents help today, where they still need guardrails, and what this means for delivery teams.
Practical takeaway
Use agents to compress repetitive implementation work, not to replace technical judgment.
Video 2
The AI infra shifts leaders should actually watch
Source: a16z
A market-level view of model cost, tooling maturity, and why the platform layer is stabilizing faster than most teams expect.
Practical takeaway
Plan around faster iteration cycles and shorter tool half-lives, not long platform bets.
Video 3
What strong teams are doing with internal AI tooling
Source: The Pragmatic Engineer
Examples of teams using AI for documentation, code review support, and internal search without turning the org into an experiment.
Practical takeaway
The best wins come from narrow workflows with clear owners and measurable team impact.
Weekly takeaway
The real opportunity is not keeping up with every AI release. It is knowing which shifts are credible, which workflows are becoming practical, and what deserves your team's attention now.