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Akamai Launches AI Inference Service and Agent Execution Environment
Akamai today introduced two foundational products for its AI stack: Akamai Inference and Akamai Agent Sandbox.
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968 words
PDF Tamper Detection API for Symfony: Integration Guide
Originally published at htpbe.tech. The version on htpbe.tech stays in sync with the latest detection algorithm — refer to it for the canonical text. If you want the concepts before the code, start with How to Detect PDF Tampering…
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Go Profiling in Production: pprof, Flamegraphs and Memory Leaks
You deploy a Go service that handles 200 req/s in staging just fine. In production, latency climbs after six hours, memory keeps growing, and you have no idea which goroutine is the culprit. Go's built-in profiling toolchain can answer this…
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How I Built a Free Chrome Extension to Analyze Amazon Products in 30 Seconds
Finding winning products on Amazon usually means spending hours switching between tabs, managing complex Excel spreadsheets, and calculating profit margins manually. To solve this for Amazon sellers, I built SellerScope Global — a free Chrome extension designed to streamline product research…
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Route app errors to the right Slack channel
The order matters more than the individual pieces. Verifying before parsing means a malformed or hostile body never reaches the part of the system that would act on it. The idempotency guard is the piece I used to skip, and…
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SKIP LOCKED vs. Redis: When Should You Use a Database Queue?
It sounds like a small detail, but it was made for a very specific job: letting many workers take tasks from the same table without blocking each other. Oracle used it internally for its own message queues as early as…
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Udemy prices change daily — so I built a free price tracker
If you've ever bought a Udemy course, you've probably seen this: the same course costs one price on Monday and a fraction of it on Thursday. One course I watch was listed at $110 and sold for under $20 a few days…
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Transaction Isolation Levels, Explained Without the Jargon
Dirty reads, phantom reads, and the setting that quietly decides how safe your Django data really is. Every Django developer uses database transactions. Far fewer know that transactions come with a dial: a setting called the isolation level that silently…
667 words
Chrome Opens Trial for the Email Verification API: Letting Sites Verify Without Sending Emails
Agentic LLM systems have moved from linear prompt chains to graph-based workflows and, more recently, code-executing harnesses. Chains are simple but fragile, graphs add branching, retries, and validation, and code harnesses verify outputs through execution. The article advises validating model…
718 words
One API, Many Providers: How Provider Abstraction Works
One API can make many model providers look alike. Your app sends one request shape. A gateway then maps that request to OpenAI, Anthropic, Google, or another provider. This can reduce code work. It does not make every provider the…
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