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Engineering Leadership - Page 6
AI decisions through the lens of teams and execution. Curated tldw.news briefings about engineering leadership, with practical engineering takeaways from long-form AI and developer-tool videos.
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AI EngineerAgent safety moves from models to runtime-level governance
Agent intelligence is almost solved. The real challenge is safely granting dynamic, scoped access at runtime. Docker’s new runtime aims to provide that, but…
AI EngineerYour fine-tuned model is tech debt: one team's $12M lesson
Fine-tuned models can generate massive revenue while quietly accumulating tech debt. One team's $12M LLM app took a week per fix cycle. Switching to agentic…
IBM TechnologyDon't Choose Between Rules and Agents; Use Both in Sequence
Business rules handle the 80% of predictable decisions. AI agents tackle the messy cases rules can't anticipate. The real engineering challenge is designing…
AI EngineerSynthetic data for healthcare AI: reverse inference, let clinicians own the pipeline
Anterior's synthetic data pipeline for healthcare AI: reverse the inference workflow, sample from symbolic policy trees, and let clinicians own the…
AI EngineerHow Maven Clinic rebuilt engineering for an AI-native world: 5 leadership lessons
Maven Clinic's 2-year AI transformation reveals how engineering roles, hiring, planning cycles, and code review practices are being reshaped—with senior…
AI EngineerVertical AI's real moat isn't tech—it's domain experts you hire
You can build an AI agent in minutes. But making it work in finance or pharma requires domain expertise that no model has. The path: hire the user, embed…
The Pragmatic EngineerCognitive Surrender: The Hidden Risk of AI in Software Engineering
The real bottleneck in AI-augmented engineering isn't model capability; it's 'cognitive surrender.' As agents generate code faster, the risk of losing system…
AI EngineerLegacy healthcare standards are the unexpected harness for AI agents
Healthcare AI agents need guardrails. The surprising solution: legacy X12 transaction standards that force structured, predictable reasoning.
GOTO ConferencesArchitecture review boards are dead: continuous governance is the only path
Simon Rohrer dismantles traditional architecture review boards, advocating for continuous conversational governance and a DevOps operating model for EA…
IBM TechnologySecurity leaders are paralyzed by AI. Here's where to actually start.
Security leaders are paralyzed by AI options. The fix: start with repetitive tasks, keep humans in the loop, and limit agent permissions. Ignore the…
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