Post + link · Sydney Runkle · Jul 31
Matthew’s note
Real review history can become a useful eval set, but only after someone separates substantive defects from questions, preferences, and noise. The curation process is part of the evaluation system, not administrative cleanup.
Post + link · Tibo · Jul 28
Matthew’s note
Security checks become more useful when they live in the delivery workflow and retain enough history to show what changed. Teams can review new, persistent, reopened, and resolved findings alongside the code that produced them.
Post · Lenny Rachitsky · Jul 20
Matthew’s note
Faster individual output raises the value of coherent systems and clear ownership. That is the leadership implication worth carrying forward.
17:16
Video · Matt Pocock · Jul 9
Matthew’s note
This walkthrough connects the individual skills into a complete operating loop, making the workflow easier to evaluate and adapt.
Article · Cerebras · Jul 16
Matthew’s note
Useful for the architecture choices because it names implementation tradeoffs instead of treating the context layer as a generic RAG problem.
Paul Bakaus
@pbakaus
creativity × culture × technology
Profile · Paul Bakaus
Why follow
Paul works across creative tools, product engineering, and interface craft. His feed is useful for seeing how those disciplines converge.
Post + link · Martin Fowler · Jul 14
Matthew’s note
A clear argument for why good constraints improve both generation and human review.
Matt Pocock
@mattpocockuk
TypeScript × AI engineering × education
Profile · Matt Pocock
Why follow
Matt turns emerging AI development practices into concrete workflows, examples, and teaching material. Follow for practical signal on tools and techniques that are moving quickly.