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AI Workflows - Page 16
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.
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Theo - t3․ggOpenAI's Codex plan lost 10x value. Claude is the better bet now.
OpenAI slashed Codex plan value by 10x. Claude's $200 plan now delivers better practical output for coding teams. The real insight: cheaper models like…
AI EngineerAgent Readiness Is the Real Software Factory Signal
A vendor's autonomous 'software factory' vision, stripped to what teams can use now: agent readiness, outcome metrics, and human validation gates.
The Pragmatic EngineerSam Newman: Microservices are a last resort. Resilience is a people problem.
Sam Newman calls microservices an architecture of last resort. His resilience framework puts people, tradeoffs, and AI guardrails before infrastructure.
Weights & BiasesAI agents are about to overwhelm the internet as we know it.
AI agents will reshape the internet. A new GPU-native search architecture, security risks in neoclouds, and broken content economics demand engineering…
Weights & BiasesCoreWeave's AI Loop: Production Agents Need Observability, Not Better Models
CoreWeave's Forge platform wants to close the loop on AI agents: run, observe, curate, improve, evaluate. With Vera Rubin hitting production and Cognition…
The Pragmatic EngineerThe 12 months that rewrote the rules of software engineering
AI-generated code is now the norm, IDEs are legacy, and code reviews are broken. Engineering leaders are exiting. The CPU shortage is here.
James BriggsJev's Calibration Is Real. Its Moat Isn't—GLiNER Is Already Close.
Jev's calibrated probabilities make classification trustworthy, but GLiNER runs faster and cheaper locally. The fast-and-slow combo beats either alone.
AI EngineerCodex's Autonomous Agents Demand New Engineering Governance
Codex long-running agents promise autonomous operations, but without guardrails they risk runaway costs and errors. Engineering leaders need to audit before…
AI EngineerZero-Credential Sandboxes: The Missing Safety Layer for AI Agents
Zero credentials in agent sandboxes? Docker's Jim Clark makes the case with MCP gateways and intent-based containers. Pattern matters more than the tool.
InfoQWhy upgrading your LLM won't fix context problems
After building an Alexa skill, a Redis engineer found that upgrading to GPT-4 did nothing for context poisoning, confusion, and rot. The fix was a pipeline…
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