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AWS API Gateway Pricing Simplified: A 2026 Guide For Cost Savings
Why does AWS API Gateway spend rise even when backend infrastructure stays the same? For most teams, the answer isn’t compute. API Gateway pricing is driven by how APIs are used — request volume, retry behavior, traffic patterns, and growth over time — not by provisioned resources. Because AWS reports these costs as aggregated usage totals, it’s often unclear which APIs, environments, or behaviors are responsible for increases.
Context Engineering: How Dev Teams 10x Productivity with AI
Context engineering isn't just an AI buzzword. It's how high-performing dev teams are transforming productivity at scale. Chris Geoghegan, VP of Product at Zapier, breaks down why individual AI gains don't compound and what your team needs to do instead.In this GitKon session, learn how to.
The Logic of AI: Why Machines Don't Think, They Reason
Automation revealed truth. AI extends it. Machines don’t invent knowledge. They reason from verified data. The result is operational foresight that’s traceable, explainable, and trusted.
Context is King: Why Network AI Needs Domain Knowledge to Work
Generic AI fails in network operations because it lacks the “institutional knowledge” of your specific environment and business priorities. Learn how Kentik’s Custom Network Context encodes your unique operational reality into AI Advisor, turning a generic chatbot into a context-aware teammate.
When is it ok or not ok to trust AI SRE with your production reliability?
There’s a moment every engineer knows. An AI suggests a fix, it looks reasonable,maybe even obvious, but production is on the line and you hesitate before clicking execute. There’s a big difference between an AI that can recommend an action and one you’re willing to let take that action. All it takes is one bad call, one kubectl command that makes things worse, and suddenly every automated suggestion is a potential liability instead of a help.
Make Your Engineering Processes Resilient. Not Your Opinions About AI
Why strong reviews, accountability, and monitoring matter more in an AI-assisted world Artificial intelligence has become the latest fault line in software development. For some teams, it’s an obvious productivity multiplier. For others, it’s viewed with suspicion. A source of low-quality code, unreviewable pull requests, and latent production risk. One concern we hear frequently goes something like this: It’s an understandable fear; and also the wrong conclusion.
Michael Burry Warns of Artificially Inflated Earnings
On November 10, 2025, Michael Burry, the investor famous for predicting the 2008 subprime mortgage crisis and featured in the film "The Big Short," posted on X, accusing American big tech giants of inflating their earnings. The criticism centers on a widespread accounting practice among companies that have invested in AI: the artificial extension of the useful life of IT equipment, primarily Nvidia GPUs, to mitigate the impact of depreciation on corporate balance sheets.
Top 5 Companies Streamlining Reverse Logistics for Tech Manufacturers
If you work in hardware manufacturing or IT management, you know the sinking feeling of seeing a palette of returned equipment sitting on a loading dock. In the past, that palette was just trash, a cost center you tried to ignore. But in 2026, that palette is a gold mine disguised as a headache.
How One Tool Can Replace Five and Streamline PDFs for Daily Operations
Running a company used to mean everyone was in the same building, but that is rarely the reality anymore. Modern operations teams now work across different regions and time zones as a standard part of their day. In this distributed environment, PDFs remain the primary format for everything from contracts and internal manuals to reports and documentation. However, even though they are everywhere, they often cause significant friction that slows teams down. This guide focuses on common PDF hurdles and how you can use a good PDF tool like UPDF to streamline your PDF operations.