Topic
AI Workflows - Page 12
How engineering teams turn AI tools into repeatable work. Curated tldw.news briefings about ai workflows, with practical engineering takeaways from long-form AI and developer-tool videos.
583
breakdowns
Page 12 of 59
AI EngineerStop Panicking About Token Bills. Watch Cost Per Merged PR
Token costs are up 60x, yet cost per merged PR is down 26%. Jellyfish data says leaders are tracking the wrong number.
AI EngineerAgent trust is now an operating problem, not a model problem
An enterprise M&A veteran says agent go-live proves function, not trust. The real test is value, accountability, and evidence before autonomy.
AI EngineerAI Deployments Fail on Governance, Not Models — Build Discovery Into Engineering
The demo worked. The model was fine. The AI deployment still didn't ship. The bottleneck wasn't technical — it was governance. Paden Gayle explains why…
AI ExplainedThe Real AI Risk: Labs Race While Monitoring Falls Behind
Labs say a major breach is coming, but keep racing. The real story is weakening alignment and monitoring as models gain power. What that means for your AI…
AI EngineerFlywire's Orbit: Workflows, Not Autopilot, Is the Real Agent Pattern
Flywire built Orbit: deterministic AI workflows, LLM steps, guardrails, human review. 11,000 runs, but success isn't quality.
AI EngineerBounded AI Judgment Is the Compliant Workflow Pattern
Why compliant AI workflows need deterministic control flow and gated model judgment. The open question: can labeled human confirmations really shrink…
AI EngineerUniversal data schemas are dead. Build ontologies at decision time.
Cheap intelligence makes data transformation nearly free, but universal schemas still fail. Build ontologies when decisions happen; don't trust model priors.
Cole MedinCoding agents need your intent more than your code
A viral demo makes agents look unstoppable, but it works because the finished app is the reference. Most software starts as a vague idea.
AI EngineerAgent-built SaaS replacements live or die on product polish
Agent-built SaaS replacements sound easy. The missing piece is product polish: autosave, undo, URL state, verification. Railway's tool shows the pattern.
IBM TechnologyCoding agents are turning developers into conductors — and that changes org
Coding agents have crossed an inflection point: tasks that took weeks now take minutes. But the shift from implementing to conducting brings context…
Get TL;DW
Too Long; Didn't Watch.
A concise breakdowns of the AI and devtools videos that actually matter for engineering leaders.
Free. Weekly. No hype.