The age of the autonomous AI agent has officially graduated from experimental sandbox to production-ready powerhouse, dominating today’s tech landscape.

As NVIDIA CEO Jensen Huang emphasized following GTC 2026, the industry is pivoting sharply toward "reasoning" agents and the heavy-duty infrastructure required to run them. This strategic shift is underscored by a massive consolidation of developer ecosystems: OpenAI has acquired Astral, Anthropic has snapped up Bun, and Google DeepMind absorbed the Antigravity team. These moves signal that the world’s leading AI labs are no longer content just building models—they want to own the entire "everything as code" pipeline.

However, moving from "cool demo" to "reliable tool" remains a steep challenge. Databricks is leading the charge on this front, releasing the DASF 3.0 security framework to manage agentic risks and sharing their internal "coSTAR" methodology for shipping agents without breaking legacy systems. Developers are also being warned about "Agentic RAG" failure modes—specifically retrieval thrash and tool storms—which require sophisticated Python decorators and live configuration control planes to mitigate.

On the personal computing front, the launch of David Singleton’s "Dreamer" OS suggests a future where AI agents act as the primary interface for users. Yet, this evolution isn't without friction. Google Search’s new move to rewrite headlines via AI is raising fresh concerns about the "enshittification" of the web and the loss of original content integrity. Even the social space is seeing delayed ripples of growth, with Bluesky finally disclosing a year-old $100 million Series B led by Bain Capital Crypto.

From Mazda’s integration of GenAI into service operations to Harness’s new DevSecOps artifact registry, today’s news confirms a singular trend: the industry is no longer just talking about AI—it is aggressively re-tooling the very foundations of software to support an agentic future.

Introduction

If you have...

Keywords: agents python, retry decorator, timeout decorator, ai agent, ai agents, decorator attempts, agents need, decorators python, python decorators, agent workflows
Source: kdnuggets.com

Agentic AI Security: New Risks and Controls in the Databricks AI Security Framework (DASF v3.0)

We are excited to announce the release of the Databricks AI Security Framework (DASF) Agentic AI Extension whitepaper! Databricks customers are already deploying AI agents that query databases, call e...

Keywords: ai security, databricks ai, ai agents, dasf agentic, ai risks, securing agent, framework ai, agents safely, deploy ai, deploying ai
Source: databricks.com

Agentic RAG Failure Modes: Retrieval Thrash, Tool Storms, and Context Bloat (and How to Spot Them Early)

Agentic RAG fails differently because the system shape is different. It is not a pipeline. It is a control loop: plan → retrieve → evaluate → decide → retrieve again. That loop is what makes it powerf...

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Source: towardsdatascience.com

[AINews] Every Lab serious enough about Developers has bought their own Devtools

[AINews] Every Lab serious enough about Developers has bought their own Devtools OpenAI buys Astral, Anthropic buys Bun, Google DeepMind bought the Antigravity team. The news today of OpenAI acquiring...

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Source: latent.space

An Interview with NVIDIA CEO Jensen Huang About Accelerated Computing

Listen to this post: Good morning, This week’s Stratechery Interview is running early this week, as I had the chance to speak in person with Nvidia CEO Jensen Huang at the conclusion of his GTC 2026 k...

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Source: stratechery.com

Article: Configuration as a Control Plane: Designing for Safety and Reliability at Scale

Key Takeaways

In modern cloud-native systems, configuration is no longer a static deployment artifact but a live control plane surface that directly alters system behavior at runtime.
Because conf...
Keywords: configuration systems, configuration management, configuration increasingly, configuration platforms, configuration lifecycle, configuration safety, resilience configuration, intelligent configuration, configuration knowledge, automated configuration
Source: infoq.com

Bluesky Raised $100M a Year Ago but for Some Reason Only Disclosed It Now

Bluesky's 2025 $100M Series B Lays Foundation for Open Social Web March 19, 2026 In April 2025, Bluesky raised$ 100 million in Series B funding led by Bain Capital Crypto, with participation from Alum...

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Source: bsky.social

Building Robust Credit Scoring Models (Part 3)

This article is the third part of a series I decided to write on how to build a robust and stable credit scoring model over time. The first article focused on how to construct a credit scoring dataset...

Keywords: exploratory data, credit data, analysis credit, perform exploratory, credit scoring, scoring datasets, scoring dataset, credit history, exploratory, analysis dataset
Source: towardsdatascience.com

Charts of the Week: Learning to Weld

Charts of the Week: Learning to Weld The puzzle of youth employment; AI native small business; Who do you think you are, Mr. Big Short? America | Tech | Opinion | Culture | Charts

It’s a tough job...

Keywords: educated workers, knowledge workers, employment ai, employment harder, skilled tradespeople, young workers, age workforce, existing workforce, knowledge worker, jobs workforce
Source: a16z.news

coSTAR: How We Ship AI Agents at Databricks Fast, Without Breaking Things

You'd never let a coding assistant refactor your codebase without a test suite. Without tests, the assistant flies blind. It might fix one function and silently break three others. The tests are what...

Keywords: features databricks, coding assistant, mlflow assistant, code tests, software testing, automated refinement, tests infrastructure, tests assistant, coding tests, codebase test
Source: databricks.com

DMARC DNS record inheritance and DMARC alignment requirements

DMARC DNS record inheritance and DMARC alignment requirements To simplify, DMARC is based on the domain in the 'From:' header, and what policy (if any) that domain specifies. As I've written about (an...

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Source: utcc.utoronto.ca

Dreamer: the Personal Agent OS — David Singleton

For a limited time, Latent Spacenauts can skip the waitline to join Dreamer and also compete for a $10,000 cash prize for most useful tools for Dreamer! Thanks @dps! In 2024, David Singleton left Stri...

Keywords: build agent, build agents, agent platform, builds agents, agent builds, agent apps, agents platform, apps agents, dev agents, agent sdk
Source: latent.space

EnshittifAIcation

Yesterday morning, first thing after waking up, I checked my emails. One of them was from a client - a sharp person, but not a tech expert - forwarding a message from one of their "digital marketplace...

Keywords: http fix, http causes, bot trouble, disable http, trouble http, explaining bot, http contrary, botnet, crawling bot, increase botnet
Source: it-notes.dragas.net

Everything must be code in the age of AI

-f2ba5b8f6eb3---4 crawled_date: 2026-03-20T10:46:43.305138+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Fri, 20 Mar 2026 09:53:26 GMT

<div class="medium-feed-item"><p class...

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Source: blog.dataengineerthings.org

From Basic Auth to Real Login: Form Auth, Remember Me & GitHub in Quarkus Upgrade your Quarkus security-jpa app with Qute login pages, persistent sessions, logout handling, and GitHub OIDC social logi...

Keywords: authentication quarkus, login quarkus, authenticated quarkus, quarkus app, api quarkus, github quarkus, authentication qute, logout quarkus, quarkus security, app quarkus
Source: the-main-thread.com

From Legacy to Lakehouse: How Mazda Accelerated GenAI for Technical Service Operations

Automotive service organizations are under pressure. Call volumes continue to rise, electric vehicles introduce new diagnostic complexity, and connected cars generate more data than service hotline ag...

Keywords: mazda data, partnership databricks, mazda project, development mazda, databricks team, project mazda, immediately databricks, roadblocks mazda, data partnership, databricks lakehouse
Source: databricks.com

From NVIDIA GTC 2026 to Production: What CoreWeave Showed and Why It Matters

At NVIDIA GTC 2026, Jensen’s keynote—and the conversations that followed across the event—illuminated a broad shift in the industry toward reasoning, agents, and the infrastructure needed to run AI sy...

Keywords: ai infrastructure, ai cloud, ai workloads, running ai, run ai, ai production, bring ai, cloud ai, built ai, improve agents
Source: wf.coreweave.com

Genie Code Works Inside Databricks. The AI Dev Kit Brings Databricks to Your Code Agent

-f2ba5b8f6eb3---4 crawled_date: 2026-03-20T08:45:49.684455+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Fri, 20 Mar 2026 08:10:38 GMT

<div class="medium-feed-item"><p class...

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Source: blog.dataengineerthings.org

Google Search Is Now Using AI to Rewrite Headlines

Since roughly the turn of the millennium, Google Search has been the bedrock of the web. People loved Google’s trustworthy “10 blue links” search experience and its unspoken promise: The website you c...

Keywords: headlines google, headline google, improvements google, ai headlines, rewritten google, widely google, ai google, changes google, google replaced, headlines search
Source: theverge.com

Harness Reimagines Artifact Management for DevSecOps with New Artifact Registry

Harness has announced the general availability of Harness Artifact Registry, a platform capability designed to simplify how engineering teams store, secure, and govern software artifacts within modern...

Keywords: artifact management, manage artifacts, devops tooling, artifact repositories, artifact registry, deployment pipelines, software artifacts, integrated devops, artifact registries, artifact lifecycle
Source: infoq.com

How do you handle transactions with the repository pattern?

Adding transaction support to a repository interface without leaking storage details. In the previous shard, I showed how to put a small interface between your service logic and your storage layer so...

Keywords: transactional store, transaction context, handle transactions, transaction support, methods transactional, transaction bookstore, transactions approach, transactional, context transaction, transaction uses
Source: rednafi.com

How to Add AI Test Selection Without Breaking CI Reliability

AI-based test selection promises faster CI builds by running only the tests most likely to be impacted by a code change. In large repositories with thousands of tests, this can significantly reduce bu...

Keywords: tests ai, test selection, tests pipeline, ai test, ci reliability, reliable test, selection tests, ci builds, ci pipelines, tests unstable
Source: semaphore.io

How to Measure AI Value

This article analyzes value creation across three types of AI opportunities:

Automation: AI replaces operational tasks previously performed by humans.
Augmentation: AI supports humans in performin...
Keywords: ai opportunities, ai value, ai capabilities, ai innovation, ai evaluates, succeed ai, innovation ai, priorities ai, automation ai, ai creates
Source: towardsdatascience.com

HubSpot Incident Report: February 25, 2026

On February 25, 2026, HubSpot experienced a service disruption affecting user access to specific types of workflows within our user interface. All backend workflow automations continued to execute nor...

Keywords: permission scopes, workflows remained, affected workflow, access stopped, access affected, broken workflow, permission scope, workflows unaffected, permissions defaulted, access workflow
Source: product.hubspot.com

I'm OK being left behind, thanks!

Many years ago, someone tried to get me into cryptocurrencies. "They're the future of money!" they said. I replied saying that I'd rather wait until they were more useful, less volatile, easier to use...

Keywords: cryptocurrencies future, early things, early investors, getting early, wait useful, sensible crypto, future money, cryptocurrencies, bitcoin going, invest learning
Source: shkspr.mobi

Members Only: How do we define our own flourishing?

Members Only: How do we define our own flourishing? Nikolai Kardashev believed we could classify civilisations by the eneregy they harness. The Soviet Astrophysicist proposed three “Types” of civilisa...

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Source: joanwestenberg.com

Multi-Cloud Challenges, Intelligent Load Balancing, and AI-Powered Workflows: Databricks at SRECon 2026

Databricks infrastructure engineers are heading to SRECon 2026 in Seattle on March 24th. We are excited to share some of the work we have been doing to scale, operate, and evolve the infrastructure be...

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Source: databricks.com

NVIDIA CEO: We Have the Most Energy Efficient Architecture in the World

watch now Nvidia CEO: We have the most energy efficient architecture in the world CNBC's Jim Cramer sits down with Nvidia CEO Jensen Huang to discuss the company's outlook, productivity use cases for...

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Source: cnbc.com

NVIDIA's CEO Projects $1 Trillion in AI Chip Sales as New Computing Era Begins

Wall Street Journal

Keywords: street journal, journal, wall street, street, wall
Source: wsj.com

OpenPyXL for Beginners: Automate Excel with Python

Image by Editor Excel is still a go-to tool for handling data at work. But once your sheet grows to thousands of rows, manually updating, analyzing, and generating reports can get very slow. OpenPyXL...

Keywords: openpyxl workbook, automate excel, excel python, openpyxl load_workbook, xlsx workbook, excel tool, file worksheet, employee_report xlsx, large spreadsheets, workbook excel
Source: statology.org

Opera GX for Linux: Now Available for Download!

Linux users can now download Opera GX, a gaming-centric version of the Opera web browser that has garnered praise since its Windows release in 2019. Like its standard counterpart, Opera GX is built on...

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Source: serverhost.com

Package Manager Mirroring

Mike Fiedler from PyPI asked me recently: which package ecosystems have mirroring tools and what protocols do they use? Here’s what I found. This post primarily covers mirroring: tools and protocols f...

Keywords: packages mirrors, apt mirror, mirrors sync, mirror syncs, repository sync, repositories protocols, syncing package, mirroring protocol, mirroring tools, mirror tools
Source: nesbitt.io

Perhaps Bluesky’s Revelation of an 11-Month Ago $100 Million Investment Was, in Fact, an Act of Transparency

This is a heavily interactive web application, and JavaScript is required. Simple HTML interfaces are possible, but that is not what this is. Post Adam Vartanian flooey.org did:plc:2mfgtst6263pk5yxycp...

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Source: bsky.app

Premium: The Hater's Guide To Adobe

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Keywords: bl6 巠bh, ƻy bl6, luz qyun, e樫 r9, smő uq9挩6, xԁ st6, ҟq y6, uq9挩6 qit, ƙl ô9, jϯz dl
Source: wheresyoured.at

Presentation: Platform Engineering as a Practice of Sociotechnical Excellence

Transcript Lesley Cordero: My name is Lesley Cordero. Welcome to my talk on how platform engineering is a practice for driving sociotechnical change. I'm currently a staff engineer at the New York Tim...

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Source: infoq.com

PyTorch 2.10+TorchAO: Powering AIPC scenarios on Intel® Core™ Ultra Series 3 processors

Overview We are excited to introduce the highlights of Intel® Core™ Ultra Series 3 processors and the advancements we have made in PyTorch to enable users to unlock a wider range of AI scenarios on PC...

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Source: pytorch.org

QCon London 2026: Kleppmann on Mitigating Europe's Cloud Dependency with Local-First Software

On the second day of QCon London 2026, Martin Kleppmann opened his keynote with a graph, not of system throughput or latency, but of European cloud market share. AWS, Azure, and Google Cloud together...

Keywords: european cloud, cloud providers, aws azure, azure google, company cloud, cloud market, cloud provider, google cloud, cloud services, azure
Source: infoq.com

Quiche Browser

Quiche Browser Beautifully customizable. An independent, private, and transparent browser built by a passionate maker. Thoughtfully designed customization options and quality-of-life improvements with...

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Source: quiche.industries

Quoting Kimi.ai @Kimi_Moonshot

20th March 2026 Congrats to the @cursor_ai team on the launch of Composer 2! We are proud to see Kimi-k2.5 provide the foundation. Seeing our model integrated effectively through Cursor's continued pr...

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Source: simonwillison.net

Re: People Are Not Friction

Re: People Are Not Friction Dave Rupert puts words to the feeling in the air: the unspoken promise of AI is that you can automate away all the tasks and people who stand in your way. Sometimes I feel...

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Source: blog.jim-nielsen.com

Sonatype Launches Guide to Enhance Safety in AI-Assisted Code Generation

Sonatype Guide is a real-time guardrail system that sits between AI coding tools and the open-source ecosystem, ensuring AI-generated code uses safe, valid, and maintainable dependencies. Sonatype Gui...

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Source: infoq.com

State of JavaScript 2025: Survey Reveals a Maturing Ecosystem with TypeScript Cementing Dominance

The State of JavaScript 2025 survey, conducted in November 2025 and published in February 2026, collected responses from developers across the JavaScript ecosystem. The annual survey, run by Devograph...

Keywords: exclusively typescript, typescript feel, adopted typescript, typescript like, typescript, javascript typescript, typescript 34, js versions, typescript 40, javascript ecosystem
Source: infoq.com

Stripe Engineers Deploy Minions, Autonomous Agents Producing Thousands of Pull Requests Weekly

Engineers at Stripe have developed Minions, autonomous coding agents capable of completing software development tasks end-to-end from a single instruction. The system integrates large language models...

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Source: infoq.com

SynthID: What it is and How it Works

SynthID: What it is and How it Works Learn everything about SynthID, how it embeds invisible AI watermarks, and how it verifies and identifies AI-generated content across text, images, audio, and vide...

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Source: kdnuggets.com

Terence Tao – Kepler, Newton, and the true nature of mathematical discovery

We begin the episode with the absolutely ingenious and surprising way in which Kepler discovered the laws of planetary motion. People sometimes say that AI will make especially fast progress at scient...

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Source: dwarkesh.com

The best laptop Apple ever made

The best laptop Apple ever made Today I posted a video titled The best laptop Apple ever made, and tl;dw1 it's the 11" MacBook Air. I acknowledge in the video my pick is slightly subjective, and I als...

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Source: jeffgeerling.com

The first 3Dfx card: Orchid Righteous 3D

On March 20, 1996, Orchid Technologies announced the Orchid Righteous 3D, the first consumer graphics card based on 3Dfx technology. It retailed for $299, achieved FCC certification July 24, 1996, and...

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Source: dfarq.homeip.net

The Math That’s Killing Your AI Agent

The agent interpreted “freeze” as an invitation to act. It deleted the production database. All of it. Then, apparently troubled by the gap it had created, it generated approximately 4,000 fake record...

Keywords: ai incident, ai failure, agent failure, fortune ai, agent broken, database catastrophic, agents fail, agent fabricated, agent bypassed, failure fortune
Source: towardsdatascience.com

The Mystery of Rennes-le-Château, Part 2: Secret Codes and Hidden Messages

Rennes-le-Château enjoyed its first watershed moment as a media phenomenon when Albert Salamon wrote his newspaper articles in 1956. Its second came when a documentary about the village was aired on F...

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Source: filfre.net

What we learned from launching ImmoScout24 app in ChatGPT

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<p><strong>TL;DR: </strong>We built one of the first real es...

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Source: medium.com

Who will deal the final blow? Israel, Lebanon and Hizbullah

Share The Intelligence from The Economist Who will deal the final blow? Israel, Lebanon and Hizbullah • As attention has focused on war in Iran, Israel sees an opportunity to crush a weakened Hizbulla...

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Source: shows.acast.com

Why Is Everyone Supposed to Die If Machines Can Think?

If you only listen to spokespersons for AI companies, you'll have a skewed view of how AI is actually being integrated into the workplace. You probably don't need to convince a developer to include it...

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Source: idiallo.com

Windows stack limit checking retrospective: arm64, also known as AArch64

Our survey of stack limit checking wraps up with arm64, also known as AArch64. The stack limit checking takes two forms, one simple version for pure arm64 processes, and a more complex version for Arm...

Keywords: arm64 stack, aarch64 stack, arm64 processes, stack emulation, native arm64, arm64ec, stack limit, arm64 known, emulation stack, stack size
Source: devblogs.microsoft.com

Featured Articles

Introduction

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-f2ba5b8f6eb3---4 crawled_date: 2026-03-20T08:45:49.684455+00:00 feed_url: https://blog.dataengineerthings.org/feed published: Fri, 20 Mar 2026 08:10:38 GMT

---2 crawled_date: 2026-03-20T11:46:50.895146+00:00 feed_url: https://scout24.medium.com/feed published: Fri, 20 Mar 2026 11:23:08 GMT