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Developer Tooling - Page 16
Tools that change how teams build, review, and ship. Curated tldw.news briefings about developer tooling, with practical engineering takeaways from long-form AI and developer-tool videos.
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AI EngineerHow Two Sigma Tames Cloud Agents by Running Them as You
Shu Fang explains how Two Sigma lets agents run as the user's identity, using attribution headers and a cached web index to reduce risk. A practical approach…
IBM TechnologyAI Agents Need Four Knowledge Layers, Not Just One Big Context Window
Don't just dump context into your AI agent. Skills, MCP, RAG, and Memory each solve a different problem. Learn which to use when – and the hidden tradeoff…
IBM TechnologyAI defense surge: collective action needed, but keep humans in the loop
OpenAI urges collective cyber defense surge. Find Evil agents show promise in autonomous investigation, but experts warn: keep humans in the loop for response.
AI EngineerYour Design System Is Now an API Contract for AI
Static UIs are ending. Gus Iwanaga shows how his team built intent-driven UX using a declarative protocol that maintains design system control while letting…
AI EngineerX402 Isn't Ready: The State of Agentic Payments in 2025
Agentic payments are hyped, but X402 still has unresolved double-spending, conflicting status codes with MCP, and requires clunky workarounds. Read why Apify…
Cole MedinStop Blaming the Model—Your Agent Workflow Is the Real Problem
Eleven specific, low-effort changes to make your coding agents significantly more reliable—from rule drift audits to handoff documents. No hype, just…
InfoQDesktop OS Is Stuck in 2005 — Here’s What Needs to Change
Desktop UX hasn't evolved in 20 years. Scott Jenson proposes local-first, context-aware OS features that could reshape how teams build and use productivity…
Theo - t3․ggAnthropic's Claude Code Limits Drop 17% While Marketing Calls It a Raise
Anthropic's Claude Code subscribers face a 17% weekly limit cut hidden behind spin. The misleading announcement was deleted and reposted. Teams should…
AI EngineerGen Media Is Ready—But Your Team Isn't Prepared for the Taxing Evaluation
DeepMind’s new generative media APIs are fast and capable, but the real bottleneck is no longer generation—it’s evaluation, control, and the hidden cost of…
AI EngineerHyper-personalized websites at sub-2-second latency: Adobe's real-time AI architecture
Adobe's agentic sites architecture proves real-time AI personalization is finally fast enough for production. The catch: brand governance and cost management…
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