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Esoteric Languages Challenge Coders to Think Way Outside the Box

Daniel Temkin has written a book about44 esoteric programming languages, including Valence, which uses ancient Greek measuring symbols. Temkin emphasizes the significance of esoteric languages in promoting creativity and investigating the complicated nature of modern programming. These languages hav.. read more  

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Is Java Still Used? Current Trends and Market Demand in 2025

Java’s not just hanging on in 2025—it’s running the show. Over 90% of the Fortune 500 still trust it to power cloud platforms, big data pipelines, and IoT sprawl. What’s keeping it sharp? A brisk six-month release cadence. A battle-hardened ecosystem through OpenJDK and Jakarta EE. And a JVM that k.. read more  

Is Java Still Used? Current Trends and Market Demand in 2025
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The Ultimate Sprint Retro: My 10 Years of Software Engineering

A decade in the trenches took one engineer from writing clean code to navigating company chaos—eventually landing in engineering management. The big shift? Less about scaling systems, more about scaling humans. What started with system design and production code morphed into leading teams, syncing .. read more  

The Ultimate Sprint Retro: My 10 Years of Software Engineering
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The Raku Programming Language: There's More Than One Way To Do It

Raku throws togethermulti-paradigm support,gradual typing,first-class regex grammars, andmetaprogrammingthat actually earns the name. It comes with built-in concurrency,multiple dispatch, and fresh tools likeRakuASTfor syntax-aware code wrangling... read more  

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Developer Experience at Pinterest: The Journey to PinConsole

Pinterest rolled outPinConsole, a custom-built Internal Developer Platform powered byBackstage. Years of scattered tools had piled on complexity. This is their clean slate. PinConsole pulls developer workflows into one place, plugging intoPinCompute (Kubernetes),GitHub,Jira, andPagerDuty. It also b.. read more  

Developer Experience at Pinterest: The Journey to PinConsole
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@laura_garcia shared a post, 7 months, 4 weeks ago
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The Importance of Reliability in Airport Systems

✈️ In aviation, reliability isn’t optional—it’s mission-critical. From flight scheduling to baggage handling, every system must perform flawlessly to keep passengers moving. Our latest blog explores how Navitaire by Collins Aerospace is transforming airport operations and how RELIANOID helps ensure ..

The Importance of Reliability in Airport Systems A Look at Navitaire
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@laura_garcia shared a post, 7 months, 4 weeks ago
Software Developer, RELIANOID

The Importance of Reliability in Airport Systems

✈️ In aviation, reliability isn’t optional—it’s mission-critical. From flight scheduling to baggage handling, every system must perform flawlessly to keep passengers moving. Our latest blog explores how Navitaire by Collins Aerospace is transforming airport operations and how RELIANOID helps ensure ..

The Importance of Reliability in Airport Systems A Look at Navitaire
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AI Models Need a Virtual Machine

Microsoft and academic researchers want to give AI models a new kind of home: theAI Model Virtual Machine (MVM). Think of it like theJVM, but for LLMs—an interface layer that standardizes how models plug into host software. The MVM enforcessecurity,isolation, andtool-calling rules, while also unloc.. read more  

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Cursor looks into selling your data for AI training

Anysphere—the team behind Cursor, the AI coding sidekick—is looking to license user behavior data to the big model labs: OpenAI, Anthropic, and the usual suspects. Why? Training costs are brutal, and this could ease the burn. Strategic Implication:Selling real developer telemetry to model competito.. read more  

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Building Etsy Buyer Profiles with LLMs

Every day, nearly 90M buyers look for unique items out of over 100 million listings on the Etsy. The platform uses large language models to create detailed buyer profiles anonymously capturing their interests. Adjustments in data retrieval and processing have reduced the time and cost of generating .. read more  

Magika is an open-source file type identification engine developed by Google that uses machine learning instead of traditional signature-based heuristics. Unlike classic tools such as file, which rely on magic bytes and handcrafted rules, Magika analyzes file content holistically using a trained model to infer the true file type.

It is designed to be both highly accurate and extremely fast, capable of classifying files in milliseconds. Magika excels at detecting edge cases where file extensions are incorrect, intentionally spoofed, or absent altogether. This makes it particularly valuable for security scanning, malware analysis, digital forensics, and large-scale content ingestion pipelines.

Magika supports hundreds of file formats, including programming languages, configuration files, documents, archives, executables, media formats, and data files. It is available as a Python library, a CLI, and integrates cleanly into automated workflows. The project is maintained by Google and released under an open-source license, making it suitable for both enterprise and research use.

Magika is commonly used in scenarios such as:

- Secure file uploads and content validation
- Malware detection and sandboxing pipelines
- Code repository scanning
- Data lake ingestion and classification
- Digital forensics and incident response