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Announcing the Agent2Agent Protocol (A2A)- Google Developers Blog

A2A Protocoltosses AI agents from different vendors into a communal sandbox. Over 50 tech behemoths likeGoogle, Salesforce, and PayPalrally behind it. Here, silos crumble. Built on solid tech standards, it lets agents dance through vibrant, multi-agent workflows. Think of it as a revolutionary leap .. read more  

Announcing the Agent2Agent Protocol (A2A)- Google Developers Blog
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Anthropic scientists expose how AI actually ‘thinks’ — and discover it secretly plans ahead and sometimes lies

Anthropic develops new method to peer inside large language models like Claude, revealing advanced capabilities and internal processes. The research demonstrates models plan ahead, use similar blueprint for interpreting ideas across languages, and sometimes work backward from desired outcome. The ap.. read more  

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Claude 3.7 Sonnet vs ChatGPT 4o: A Hands-On Comparison for AWS Graviton Calculator Development

Claude 3.7 Sonnetnailed it, dazzling with primo JavaScript, killer charts, and slick CSS.ChatGPT? A tad sluggish. It needed a tune-up and some shine. But toss inClinewith Claude? Boom—instant mystery infusion. Yet, the real showstopper? Claude's knack for spewing out rock-solid, deploy-ready code. P.. read more  

Claude 3.7 Sonnet vs ChatGPT 4o: A Hands-On Comparison for AWS Graviton Calculator Development
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Amazon's new AI agent will shop third-party sites for you

Amazon's"Buy for Me"AI turns shopping into an adventure. Explore the wilds beyond Amazon without ever abandoning the app. This tech genie, conjured byAmazon NovaandAnthropic's Claude, brings a few trust demons along for the ride... read more  

Amazon's new AI agent will shop third-party sites for you
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Python: Get YouTube Video Transcript From URL For Use In Generative AI And RAG Summarization

Ever tried wrangling YouTube transcripts with Python? Do it. Then crank your Generative AI’s IQ by tossing those transcripts straight intoLLMs. Voilà—you’ve got a brainier machine, serving up insight like a pro... read more  

Python: Get YouTube Video Transcript From URL For Use In Generative AI And RAG Summarization
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Prepping for post-quantum: a beginner’s guide to lattice cryptography

TLS isn’t safe from quantum—lattices step in. ML-KEM secures encryption, ML-DSA signs it tight. Key exchange gets bigger, not slower. Vectors, matrices, and modular math drive post-quantum security. Cloudflare’s already using it. Now it’s your turn to understand how... read more  

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Harnessing AI for Complex Systems: A New Paradigm for Industrial DevOps

AI's not just another wrench in the toolbox—it's your new coworker, reshaping Industrial DevOps and revolutionizing complex cyber-physical systems. AI revs up CI/CD pipelines and collaborates with humans like a hyper-disciplined lab partner. It demands careful handling, though. Responsible use is cr.. read more  

Harnessing AI for Complex Systems: A New Paradigm for Industrial DevOps
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Serverless Horrors: The Real Cost of “Simple” Cloud Deployments

ServerlessHorrorsspins spine-tingling yarns of five- or six-figure bills lurking behind so-called "free tiers." Those sneaky fees laugh in the face of your budget. Watch out for bandwidth traps, sneaky egress costs, and AI code that can't stop itself.... read more  

Serverless Horrors: The Real Cost of “Simple” Cloud Deployments
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Beyond “5 Whys”: A Better Way to Learn from Incidents

The most important purpose of a post-incident review is to learn from incidents and improve the system. The "5 Whys" technique, while intuitive and easy to explain, may have limitations in facilitating meaningful learning from incidents. Open-ended questions in post-incident reviews can lead to rich.. read more  

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TIL: Any program can be a GitHub Actions shell

GitHub Actionsgives you the keys to the car. Use any executable as your shell, not just the usual suspects. Go wild, but hey, keep an eye on those security gremlins lurking in the shadows... read more  

werf is a CNCF Sandbox CLI tool to implement full-cycle CI/CD to Kubernetes easily. werf integrates into your CI system and leverages familiar and reliable technologies, such as Git, Dockerfile, Helm, and Buildah.

What makes werf special:

- Complete application lifecycle management: build and publish container images, test, deploy an application to Kubernetes, distribute release artifacts and clean up the container registry.
- Ease of use: use Dockerfiles and Helm chart for configuration and let werf handle all the rest.
- Advanced features: automatic build caching and content-based tagging, enhanced resource tracking and extra capabilities in Helm, a unique container registry cleanup approach, and more.
- Gluing common technologies: Git, Buildah, Helm, Kubernetes, and your CI system of choice.
- Production-ready: werf has been used in production since 2017; thousands of projects rely on it to build & deploy various apps.