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Cloud Native Ecosystem Containers Databases Edge Computing Infrastructure as Code Linux Microservices Open Source Networking Storage

Agentic development hinges on verification. For cloud-native software, that is a runtime problem.

Jun 11th 2026 10:00am, by Arjun Iyer

Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem

May 29th 2026 10:00am, by Adriana Villela and Josh Lee

How Jaeger hit 8.6× compression on 10 million spans with ClickHouse

May 24th 2026 11:00am, by Mahad Zaryab

After becoming cloud computing’s telemetry standard, OpenTelemetry graduates into the AI infrastructure era

May 21st 2026 10:00am, by Paul Sawers

Why agent harnesses fail inside cloud-native systems

May 13th 2026 9:00am, by Arjun Iyer

AWS can now mathematically prove your VMs are isolated

Jun 10th 2026 12:46pm, by Frederic Lardinois

Microsoft wants to make service mesh invisible

Apr 8th 2026 1:11pm, by Frederic Lardinois

Edera spent years calling KVM less secure. Here's why it changed its mind.

Mar 25th 2026 2:22pm, by Steven J. Vaughan-Nichols

Minimus aims to solve one of open-source's long-festering problems

Mar 24th 2026 3:00am, by Adrian Bridgwater

How to deploy Pi-Hole with Docker and stop ads on every device on your LAN

Mar 23rd 2026 7:44am, by Jack Wallen

Why AI retrieval and ranking need more than vector search

Jun 13th 2026 2:00pm, by Bonnie Chase

When your data model is the bottleneck: lessons from Medium’s feature store

Jun 9th 2026 10:40am, by Cynthia Dunlop

For years, Apache Cassandra handed this work to your team — 6.0 takes it back

Jun 8th 2026 10:00am, by Anil Inamdar

Autonomous agents have met their biggest challenge yet: The database.

Jun 4th 2026 2:53pm, by Chris J. Preimesberger

Why the need for humans won't disappear in the age of autonomous databases

Jun 4th 2026 1:18pm, by Chris J. Preimesberger

Google Gemma 4 12B nearly matches 26B benchmarks — and runs on your laptop

Jun 4th 2026 3:30pm, by Meredith Shubel

How to get operational data off the factory floor without creating an IT breach

Jun 3rd 2026 3:55pm, by Alex Wilhelm

Edge-forward: Akamai eyes sweet spot between centralized & decentralized AI inference

Apr 1st 2026 7:00am, by Adrian Bridgwater

Developers are coding to a moving target, and nobody knows where AI lands next

Mar 3rd 2026 7:33am, by Adrian Bridgwater

Cloudflare’s new Markdown support shows how the web is evolving for AI agents

Mar 2nd 2026 4:30am, by David Eastman

Why Terraform is green when your cloud is broken

Apr 28th 2026 9:00am, by Joe Karlsson

The one Slack message that proved our elite engineering team was flying blind

Apr 26th 2026 11:00am, by Joe Karlsson

The operational gap is real, and it's getting wider

Mar 26th 2026 8:00am, by Yevgeny Pats

Why "automated" infrastructure might cost more than you think

Feb 24th 2026 4:00am, by Justyn Roberts

Why 40% of AI projects will be canceled by 2027 (and how to stay in the other 60%)

Feb 13th 2026 6:00am, by Alex Drag

Why Linux creator Linus Torvalds gets angry hearing "99% of code is AI"

May 29th 2026 10:34am, by B. Cameron Gain

Sparky Linux 9 brings a rolling release to Debian

Mar 30th 2026 8:00am, by Jack Wallen

Edera spent years calling KVM less secure. Here's why it changed its mind.

Mar 25th 2026 2:22pm, by Steven J. Vaughan-Nichols

Your Kubernetes isn't ready for AI workloads, and drift is the reason

Mar 25th 2026 8:43am, by TNS Staff

Linux kernel scale is swamping an already-flawed CVE system

Mar 20th 2026 4:30am, by Jed Salazar

Tetrate launches open source marketplace to simplify Envoy adoption

Mar 11th 2026 10:52am, by Adrian Bridgwater

OpenTelemetry roadmap: Sampling rates and collector improvements ahead

Feb 24th 2026 11:00am, by B. Cameron Gain

Merging To Test Is Killing Your Microservices Velocity

Dec 16th 2025 7:00am, by Arjun Iyer

IBM’s Confluent Acquisition Is About Event-Driven AI

Dec 11th 2025 6:00am, by Joab Jackson

Deploy Agentic AI Workflows With Kubernetes and Terraform

Nov 26th 2025 9:00am, by Oladimeji Sowole

Microsoft pulled 73 GitHub repos after malware attack — but still won’t say who’s compromised

Jun 10th 2026 12:40pm, by Meredith Shubel

Databricks wants to kill the "email me a file" problem for AI agent skills

Jun 10th 2026 10:00am, by Frederic Lardinois

For years, Apache Cassandra handed this work to your team — 6.0 takes it back

Jun 8th 2026 10:00am, by Anil Inamdar

Microsoft just made the agent runtime free — and kept everything around it

Jun 7th 2026 11:00am, by Janakiram MSV

Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle?

Jun 5th 2026 3:01pm, by Adrian Bridgwater

From system of record to system of control: How NetBox Labs is making network engineers “masters of intent.”

Apr 28th 2026 11:00am, by Doug Sillars

Beyond the VPN: Cloudflare Mesh builds a private network for the age of AI agents

Apr 14th 2026 11:04am, by Adrian Bridgwater

Model Flop Utilization is the metric Aria Networks says will define the AI infrastructure era

Apr 7th 2026 9:00am, by Adrian Bridgwater

How to deploy Pi-Hole with Docker and stop ads on every device on your LAN

Mar 23rd 2026 7:44am, by Jack Wallen

Why flat Kubernetes networks fail at scale

Mar 20th 2026 7:00am, by Reza Ramezanpour

Why Postgres wants NVMe on the hot path, and S3 everywhere else

Apr 17th 2026 9:00am, by Alasdair Brown

Scaling Btrfs to petabytes in production: a 74% cost reduction story

Mar 18th 2026 5:00am, by Motiejus Jakštys

What is KubeVirt and why it’s growing

Mar 17th 2026 9:00am, by Tiago Castro

S3 is the new network: Rethinking data architecture for the cloud era

Feb 2nd 2026 4:00am, by Max Liu

Agoda’s secret to 50x scale: Getting the database basics right

Jan 28th 2026 7:00am, by Cynthia Dunlop

AI AI Engineering API Management Backend development Data Frontend Development Large Language Models Security Software Development WebAssembly

The Anthropic Fable mess, explained

Jun 15th 2026 2:24pm, by Alex Wilhelm

Cohere sold sovereign AI to enterprises, now it's targeting developers with its first coding model

Jun 15th 2026 10:54am, by Paul Sawers

Your AI-generated app runs on their cloud, and that's the problem

Jun 15th 2026 9:50am, by Oluwadamilola Oshungboye

Fable 5 and Mythos 5 remain suspended: "The ball is in Anthropic’s court"

Jun 13th 2026 5:09pm, by Frederic Lardinois

Can JetBrains close the IDE skills gap before AI widens it further?

Jun 13th 2026 1:00pm, by Darryl K. Taft

Cohere sold sovereign AI to enterprises, now it's targeting developers with its first coding model

Jun 15th 2026 10:54am, by Paul Sawers

Code is a message to the future

Jun 15th 2026 8:00am, by Hernan Garchtrom

Xiaomi's MiMo Code claims it beats Claude Code past 200 steps

Jun 14th 2026 1:00pm, by Janakiram MSV

Why AI retrieval and ranking need more than vector search

Jun 13th 2026 2:00pm, by Bonnie Chase

Loops are replacing prompts. Verification is about to be your biggest problem.

Jun 13th 2026 12:00pm, by Arjun Iyer

Anthropic's $300M Stainless deal lands hardest on OpenAI and Google

May 23rd 2026 10:00am, by Janakiram MSV

The API portal is the clearest signal of whether your company can handle AI agents

May 12th 2026 1:23pm, by Charles Humble

AI teams are spending months on web scrapers that SerpApi replaces with one API call

May 12th 2026 10:00am, by Carly Page

Why JSON Schema matters more than ever in the age of generative AI

Apr 28th 2026 1:00pm, by Charles Humble

SmartBear's Swagger update targets the API drift problem AI coding tools created

Apr 19th 2026 10:00am, by Darryl K. Taft

Why PHP performance keeps getting bumped from the roadmap

May 6th 2026 10:00am, by Matthew Weier O’Phinney

Why Postgres wants NVMe on the hot path, and S3 everywhere else

Apr 17th 2026 9:00am, by Alasdair Brown

Expo bets big on React Native’s agentic future

Apr 16th 2026 11:37am, by Paul Sawers

From clobbered drafts to real-time sync

Apr 14th 2026 10:00am, by David Moore

Moving beyond the “magic scaling sauce” myth

Apr 2nd 2026 9:30am, by TNS Staff

"The manual model breaks": What happens when agents write to production data

Jun 11th 2026 1:35pm, by Adrian Bridgwater

Databricks wants to kill the "email me a file" problem for AI agent skills

Jun 10th 2026 10:00am, by Frederic Lardinois

When your data model is the bottleneck: lessons from Medium’s feature store

Jun 9th 2026 10:40am, by Cynthia Dunlop

For years, Apache Cassandra handed this work to your team — 6.0 takes it back

Jun 8th 2026 10:00am, by Anil Inamdar

Rayfin: Microsoft's answer to the gap between vibe coding and enterprise production

Jun 2nd 2026 3:46pm, by Darryl K. Taft

Google wants to make the web agent-ready

May 19th 2026 1:45pm, by Frederic Lardinois

Expo bets big on React Native’s agentic future

Apr 16th 2026 11:37am, by Paul Sawers

Digital Experience Monitoring belongs in the modern developer workflow

Apr 3rd 2026 10:00am, by Kayla Bondy

WebMCP turns any Chrome web page into an MCP server for AI agents

Mar 17th 2026 11:50am, by David Eastman

Confluent adds A2A support, anomaly detection, and Queues for Kafka in major platform update

Mar 3rd 2026 10:21am, by Jelani Harper

We’ve been measuring AI wrong; why economically valuable work is the new benchmark

Jun 15th 2026 9:42am, by Adrian Bridgwater

Fable 5 vs Opus 4.8: The real stakes, not the spec sheet

Jun 13th 2026 11:00am, by Jessica Wachtel

Cleaner AI training data, fewer bugs: Sonar's SonarSweep explained

Jun 11th 2026 8:00am, by Joe Tyler

Google's DiffusionGemma is 4x faster than its other Gemma models

Jun 10th 2026 1:18pm, by Frederic Lardinois

Fable 5: Guardrails and burn rate are annoying users, who say it's still better than Opus 4.8

Jun 10th 2026 1:11pm, by Meredith Shubel

What your logs can't tell you when an AI agent acts alone

Jun 14th 2026 12:00pm, by Mohit Bansal

"Don't just grab random stuff off the internet": What Chainguard found in 52,000 open-source packages

Jun 11th 2026 4:38pm, by Darryl K. Taft

Cleaner AI training data, fewer bugs: Sonar's SonarSweep explained

Jun 11th 2026 8:00am, by Joe Tyler

Microsoft pulled 73 GitHub repos after malware attack — but still won’t say who’s compromised

Jun 10th 2026 12:40pm, by Meredith Shubel

Spring is 23 years old. AI just made it a security emergency.

Jun 9th 2026 2:48pm, by Darryl K. Taft

Your AI-generated app runs on their cloud, and that's the problem

Jun 15th 2026 9:50am, by Oluwadamilola Oshungboye

Code is a message to the future

Jun 15th 2026 8:00am, by Hernan Garchtrom

"AI is disrupting everything": Where do entry-level tech jobs go now?

Jun 11th 2026 2:34pm, by Paul Sawers

Beyond the stack trace: why AI requires a new debugging paradigm

Jun 11th 2026 1:00pm, by Zziwa Raymond Ian

How to delegate 40% of tickets to AI

Jun 11th 2026 10:30am, by Zohar Einy

Edge-forward: Akamai eyes sweet spot between centralized & decentralized AI inference

Apr 1st 2026 7:00am, by Adrian Bridgwater

WebAssembly is now outperforming containers at the edge

Mar 29th 2026 9:00am, by B. Cameron Gain

WebAssembly could solve AI agents' most dangerous security gap

Mar 24th 2026 9:01am, by B. Cameron Gain

How WebAssembly plugins simplify Kubernetes extensibility

Mar 3rd 2026 2:00pm, by B. Cameron Gain

WebAssembly is everywhere. Here's how it works

Feb 25th 2026 11:00am, by Jessica Wachtel

AI Operations CI/CD Cloud Services DevOps Kubernetes Observability Operations Platform Engineering

PagerDuty's CAIO says most AI incident tools are missing a critical layer

Jun 14th 2026 11:00am, by João Freitas

Observability overload is drowning engineers

Jun 10th 2026 1:27pm, by Alex Wilhelm

The tokenmaxxing party is over, and Revenium is mopping up

Jun 9th 2026 6:00am, by Chris J. Preimesberger

Why Anthropic just doubled Claude Cowork limits at no charge

Jun 8th 2026 1:35pm, by Adrian Bridgwater

From Jupyter Notebook to production: How to ship AI systems that actually work

Jun 6th 2026 7:00am, by Zziwa Raymond Ian

AI teams now deploy 1,000 times a month. Your pipeline wasn't built for that.

Jun 7th 2026 12:30pm, by Paul Stovell

GitLab 19.0 trades its string section for a full DevSecOps orchestra

May 25th 2026 12:00pm, by Adrian Bridgwater

CI wasn't built for coding agents. Here's what comes next.

May 21st 2026 10:30am, by Anirudh Ramanathan

As agentic dev tools boom, workflow auditability becomes the constraint

May 12th 2026 8:00am, by Brian Wald

The agent code explosion is here. We need to rethink our pipelines, fast.

May 4th 2026 10:00am, by Arjun Iyer

AI agents need infrastructure: Why Europe’s regional cloud strategy matters

Jun 11th 2026 10:00am, by Kevin Cochrane

Why CPUs still matter in the age of AI agents

Jun 3rd 2026 2:54pm, by Frederic Lardinois

Why AWS scrapped OpenSearch's architecture to chase agent workloads

May 28th 2026 2:30pm, by Frederic Lardinois

AI agents need to spend money — Stripe and iWallet are building the rails

May 5th 2026 7:43am, by John Biggs

AWS lands OpenAI on Bedrock, but Trainium is the real story

Apr 29th 2026 10:54am, by Janakiram MSV

From Jupyter Notebook to production: How to ship AI systems that actually work

Jun 6th 2026 7:00am, by Zziwa Raymond Ian

The DIY platform trap that's burning out engineering teams

May 31st 2026 11:00am, by Darin Zook

GitLab 19.0 trades its string section for a full DevSecOps orchestra

May 25th 2026 12:00pm, by Adrian Bridgwater

How MCP and synthetic data are reshaping compliance in the agentic era

May 23rd 2026 9:00am, by Brian Muskoff

"Morally repugnant shortsightedness": Why open source security leaders say companies must stop freeloading on maintainers

May 21st 2026 10:00am, by Adrian Bridgwater

Loops are replacing prompts. Verification is about to be your biggest problem.

Jun 13th 2026 12:00pm, by Arjun Iyer

Why the need for humans won't disappear in the age of autonomous databases

Jun 4th 2026 1:18pm, by Chris J. Preimesberger

How to secure Kubernetes in the age of AI workloads

Jun 4th 2026 12:45pm, by Mary Branscombe

Cloud native application challenges: installing the walking skeleton

May 13th 2026 9:00am, by Manning Book Authors

Why Prometheus couldn't see Cilium metrics at 2 a.m.

May 10th 2026 10:00am, by Rishi Mondal

Observability overload is drowning engineers

Jun 10th 2026 1:27pm, by Alex Wilhelm

The tokenmaxxing party is over, and Revenium is mopping up

Jun 9th 2026 6:00am, by Chris J. Preimesberger

Vendor neutrality isn’t magic: A hard look at the OpenTelemetry ecosystem

May 29th 2026 10:00am, by Adriana Villela and Josh Lee

Debugging the undebuggable: building observability into probabilistic AI systems

May 28th 2026 7:00am, by Oladimeji Sowole

Taming the agentic influx: a blueprint for AI business observability

May 26th 2026 8:00am, by Charles Humble

The reason enterprise outages almost never start where ops teams think

May 26th 2026 9:43am, by Jennifer Riggins

I buried 20 problems in a fake P&L to see if Claude for Small Business could find them

May 22nd 2026 9:00am, by Jessica Wachtel

OpenAI brings Codex to the ChatGPT mobile app

May 14th 2026 4:13pm, by Frederic Lardinois

GitLab is betting a 19th-century economic theory will shape its AI era

May 14th 2026 1:21pm, by Paul Sawers

The new FinOps problem isn't cloud bills

May 12th 2026 7:24pm, by Frederic Lardinois

Loops are replacing prompts. Verification is about to be your biggest problem.

Jun 13th 2026 12:00pm, by Arjun Iyer

Git real: AI agents aren't just for solo developers anymore

Jun 9th 2026 3:58pm, by Janakiram MSV

Netlify CTO Dana Lawson: Writing code is no longer the job

Jun 6th 2026 10:00am, by Jennifer Riggins

Why agentic AI makes the ops platform the most important layer in the enterprise

Jun 4th 2026 2:35pm, by TNS Staff

The DIY platform trap that's burning out engineering teams

May 31st 2026 11:00am, by Darin Zook

C++ Developer tools Go Java JavaScript Programming Languages Python Rust TypeScript

Open source USearch library jumpstarts ScyllaDB vector search

Feb 5th 2026 12:00pm, by Jelani Harper

AWS WAF vs. Google Cloud Armor: A Multicloud Security Showdown

Nov 25th 2025 10:00am, by Advait Patel

Goodbye Dashboards: Agents Deliver Answers, Not Just Reports

Nov 23rd 2025 9:00am, by Ketan Karkhanis

Rust vs. C++: a Modern Take on Performance and Safety

Oct 22nd 2025 2:00pm, by Zziwa Raymond Ian

Building a Real-Time System Monitor in Rust Terminal

Oct 15th 2025 7:05am, by Tinega Onchari

Code is a message to the future

Jun 15th 2026 8:00am, by Hernan Garchtrom

Xiaomi's MiMo Code claims it beats Claude Code past 200 steps

Jun 14th 2026 1:00pm, by Janakiram MSV

Can JetBrains close the IDE skills gap before AI widens it further?

Jun 13th 2026 1:00pm, by Darryl K. Taft

Beyond the stack trace: why AI requires a new debugging paradigm

Jun 11th 2026 1:00pm, by Zziwa Raymond Ian

The Anthropic leader who built Claude Code says he ditched prompting — now he just writes loops.

Jun 10th 2026 1:01pm, by Janakiram MSV

Go Experts: 'I Don't Want to Maintain AI-Generated Code'

Sep 28th 2025 6:00am, by David Cassel

How To Run Kubernetes Commands in Go: Steps and Best Practices

Jun 27th 2025 8:00am, by Sunny Yadav

Prepare Your Mac for Go Development

Apr 12th 2025 7:00am, by Damon M. Garn

Pagoda: A Web Development Starter Kit for Go Programmers

Mar 19th 2025 6:10am, by Loraine Lawson

Microsoft TypeScript Devs Explain Why They Chose Go Over Rust, C#

Mar 18th 2025 7:00am, by David Cassel

Transform your AI coding agent into a deterministic Java Spring expert

Jun 11th 2026 9:00am, by Raquel Pau

Spring is 23 years old. AI just made it a security emergency.

Jun 9th 2026 2:48pm, by Darryl K. Taft

In the AI age, Java is more relevant than ever

Apr 8th 2026 5:30pm, by Mary Branscombe

Java 26 lands without an LTS badge. Here's why developers should care anyway.

Mar 18th 2026 9:35am, by Darryl K. Taft

62% of enterprises now use Java to power AI apps

Feb 10th 2026 12:58pm, by Darryl K. Taft

Cloudflare aqui-hires VoidZero: Did a piece of the open web just stabilize, or become more brittle?

Jun 5th 2026 3:01pm, by Adrian Bridgwater

"Real maturity problems": Not every developer is thrilled with Bun after Anthropic acquisition

May 5th 2026 1:03pm, by Adrian Bridgwater

TypeScript 6.0 RC arrives as a bridge to a faster future

Mar 14th 2026 9:00am, by Darryl K. Taft

WebAssembly is everywhere. Here's how it works

Feb 25th 2026 11:00am, by Jessica Wachtel

Wasm vs. JavaScript: Who wins at a million rows?

Feb 22nd 2026 6:00am, by Jessica Wachtel

Who will maintain the web when PHP's veterans retire?

Apr 16th 2026 2:53pm, by Darryl K. Taft

Will AI force code to evolve or make it extinct?

Mar 22nd 2026 6:00am, by David Cassel

Java 26 lands without an LTS badge. Here's why developers should care anyway.

Mar 18th 2026 9:35am, by Darryl K. Taft

TypeScript 6.0 RC arrives as a bridge to a faster future

Mar 14th 2026 9:00am, by Darryl K. Taft

Nearly half of all companies now use Rust in production, survey finds

Mar 6th 2026 10:45am, by Darryl K. Taft

How to build an AI-powered private document search app with RAG, ChromaDB, and memory

Apr 10th 2026 12:00pm, by Teri Eyenike

In the AI age, Java is more relevant than ever

Apr 8th 2026 5:30pm, by Mary Branscombe

OpenAI acquires Astral to bring open source Python developer tools to Codex — but details are still fuzzy

Mar 20th 2026 7:33am, by Meredith Shubel

Python virtual environments: isolation without the chaos

Feb 16th 2026 7:00am, by Jessica Wachtel

Statistical language R is making a comeback against Python

Feb 12th 2026 2:57pm, by Darryl K. Taft

The Rust sidecar pattern that fixes Python AI's biggest weakness

May 14th 2026 9:00am, by Boris Chabeda

Nearly half of all companies now use Rust in production, survey finds

Mar 6th 2026 10:45am, by Darryl K. Taft

Wasm vs. JavaScript: Who wins at a million rows?

Feb 22nd 2026 6:00am, by Jessica Wachtel

Open source USearch library jumpstarts ScyllaDB vector search

Feb 5th 2026 12:00pm, by Jelani Harper

The 'weird' things that happened when Clickhouse replaced C++ with Rust

Feb 4th 2026 7:26am, by B. Cameron Gain

From clobbered drafts to real-time sync

Apr 14th 2026 10:00am, by David Moore

TypeScript 6.0 RC arrives as a bridge to a faster future

Mar 14th 2026 9:00am, by Darryl K. Taft

Mastra empowers web devs to build AI agents in TypeScript

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Inferno Vet Creates Frontend Framework Built With AI in Mind

Dec 10th 2025 11:00am, by Loraine Lawson

JavaScript Utility Library Lodash Changing Governance Model

Nov 1st 2025 7:00am, by Loraine Lawson

AI Strategy

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As AI agents and AI-based tools proliferate, organizations of all sizes are making decisions on how to make use of this rapidly evolving technology. AI strategy encompasses technical, organizational and business decision-making.

URL: https://thenewstack.io/ai-strategy/

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AI Strategy