mastodon 4.7.3The New Stack is a leading provider of tech news and resources for developers and IT professionals. We are all about at-scale software development, deployment, and management with focuses on DevOps, cloud native computing, and open source projects & communities.
Collecting telemetry is no longer the challenge. Making it actionable is. Sean O’Dell and David Beran break down how leading teams are closing that gap.
Save your seat: https://thenewstack.io/webinar/developer-led-observability-debugging-distributed-and-ai-systems-with-runtime-telemetry/
A Harvard study tracking 187,000 developers reveals a shift few expected. As GitHub Copilot takes over routine work, Steven J. Vaughan-Nichols highlights how coding time rises while project management quietly declines.
Paul Sawers looks at how former Snowflake engineers are tackling a major gap in data engineering with Tower, a platform designed to simplify running Python pipelines in production.
Agentic AI promises autonomy, but scaling it in production requires more than powerful models. Join Chris Pirillo with Dynatrace experts Greg Findlen and Wayne Segar to explore why a control plane is essential for reliable agentic systems.
Register here: https://thenewstack.io/webinar/building-production-ready-agentic-ai-why-a-control-plane-matters/
Some teams are ditching complex MCP servers for something far simpler: Markdown files. Janakiram MSV explores how this lightweight approach can dramatically cut token costs.
https://thenewstack.io/skills-vs-mcp-agent-architecture/
From SEO to “intent engineering,” the rules of the web are evolving. David Eastman explains how Markdown support for AI agents reflects a broader shift in web design.
March 25, 6–8 PM. The New Stack, Dynatrace, and Akamas invite you to connect, celebrate a wonderful week of KubeCon, and recharge on the waterfront at Zuidpool. Space is limited, so make sure you’re on the list.
https://www.eventbrite.com/e/sunset-social-with-the-new-stack-dynatrace-akamas-tickets-1981266078174
OpenAI’s Codex coding app has arrived on Windows, bringing native sandboxing, PowerShell support, and a new WinUI skill to the platform. Frederic Lardinois looks at what this means for developers.
Frederic Lardinois covers how Nvidia’s NemoClaw builds on OpenClaw by adding privacy and security guardrails through its new Agent Toolkit.
Anthropic is expanding Claude beyond text and code. Frederic Lardinois explains how the new feature enables the model to create interactive charts and diagrams on demand.
https://thenewstack.io/anthropics-claude-interactive-visualizations/
Managing Kubernetes clusters shouldn’t depend on heroic engineers keeping everything together. Learn how organizations are replacing reactive operations with predictable systems.
Join the webinar: https://thenewstack.io/webinar/scaling-kubernetes-with-systemic-certainty-not-operational-heroics/
Latency spikes, scaling bottlenecks, and rising costs are common when traditional stacks try to power real-time AI. In this session, Oded Poncz explains how purpose-built systems solve these challenges.
Register for the on-demand session of the webinar: https://thenewstack.io/webinar/scaling-real-time-ai-ml-workloads-for-performance-and-efficiency/
Continuous Delivery solved deployments, but access is still a bottleneck. Rashmi Hegde explains how Internal Developer Portals turn pipelines into self-service workflows.
Register here: https://thenewstack.io/webinar/the-next-step-for-continuous-delivery-an-idp-driven-platform/
From confusion to clarity, Jessica Wachtel walks through how vibe coding lets anyone build applications by guiding AI with the right prompts.
At five nodes, manual fixes might work. At one hundred, they become your biggest bottleneck. Learn how to eliminate drift and bring consistency to large-scale Kubernetes environments.
Register now: https://thenewstack.io/webinar/scaling-kubernetes-with-systemic-certainty-not-operational-heroics/
AI coding tools are accelerating development, but they’re also introducing a new kind of risk. Darryl K. Taft explores how JetBrains is addressing Shadow Tech Debt with the launch of Junie CLI.
https://thenewstack.io/jetbrains-names-the-debt-ai-agents-leave-behind/
Long-context AI just got more practical. Paul Sawers explains how Anthropic is eliminating premium pricing tiers, making extended prompts far more accessible for developers using Claude models.
Platform teams should be building the future, not constantly fixing infrastructure. Discover practical strategies to eliminate operational toil and scale Kubernetes environments confidently.
Reserve your spot: https://thenewstack.io/webinar/scaling-kubernetes-with-systemic-certainty-not-operational-heroics/
AI: Empower your people, not just your technology. Authored by TNS writer Jennifer Riggins, this free playbook provides the framework to measure AI's true ROI and tackle developer toil.
Download your guide, thanks to Red Hat and Intel. ➡️ https://bit.ly/AI-enterprise-ebook
Missed the live session? Watch the on-demand webinar to learn AI-powered Kubernetes observability best practices from Chris Pirillo and Dynatrace experts Paul Brugan and Jacob Hanley.
Watch now:
Infrastructure drift doesn’t just cause operational headaches. It also creates compliance risks and expands your attack surface. Join this webinar to learn how teams are solving the problem at scale.
Sign up here: https://thenewstack.io/webinar/scaling-kubernetes-with-systemic-certainty-not-operational-heroics/
KubeCon week begins with a toast. Join Edera, Antithesis, Dash0, groundcover, Minimus, and The New Stack for an evening of networking, energy, and Amsterdam flair.
What happens when an AI agent runs experiments while you sleep? Janakiram MSV examines how Andrej Karpathy’s AutoResearch script automated 50 ML trials and committed the results to GitHub.
The shift to developer-led observability is already underway. Sean O’Dell and David Beran share practical ways to integrate runtime telemetry into everyday workflows.
Join the session: https://thenewstack.io/webinar/developer-led-observability-debugging-distributed-and-ai-systems-with-runtime-telemetry/
Reliable autonomy doesn’t happen by accident. Learn how organizations are building agentic AI systems with centralized control planes and end-to-end observability.
Register today: https://thenewstack.io/webinar/building-production-ready-agentic-ai-why-a-control-plane-matters/
Generative models alone can’t guarantee reliable autonomy. Chris Pirillo and Dynatrace experts explain why a unified control plane is critical for scaling agentic AI across complex systems.
Register for the webinar: https://thenewstack.io/webinar/building-production-ready-agentic-ai-why-a-control-plane-matters/
Claude can now turn prompts into visual explanations. Frederic Lardinois looks at how Anthropic’s update introduces interactive charts and diagrams inside the chat experience.
https://thenewstack.io/anthropics-claude-interactive-visualizations/
Manual patching, unreliable upgrades, and snowflake clusters are slowing down platform teams everywhere. Discover how to scale Kubernetes without relying on operational heroics.
Save your seat: https://thenewstack.io/webinar/scaling-kubernetes-with-systemic-certainty-not-operational-heroics/
From telecom networks to development workflows, AI is reshaping everything at once. Adrian Bridgwater explores the warnings from industry leaders at Mobile World Congress.
Nvidia is combining open agent frameworks with built-in safeguards. Frederic Lardinois explains how NemoClaw integrates OpenClaw with security-focused tooling.
The web is starting to adapt to AI readers as much as human ones. David Eastman explores how Cloudflare’s Markdown support signals a shift toward agent-friendly design.
Pipelines shouldn’t require tribal knowledge to navigate. Rashmi Hegde breaks down how IDPs expose delivery systems through a single, developer-friendly interface.
Save your spot: https://thenewstack.io/webinar/the-next-step-for-continuous-delivery-an-idp-driven-platform/
What does it take to power revenue-critical AI workloads without latency surprises or runaway costs? Oded Poncz shares practical insights for designing high-performance real-time data platforms.
Watch now: https://thenewstack.io/webinar/scaling-real-time-ai-ml-workloads-for-performance-and-efficiency/
As AI agents move into real-world deployments, MCP is becoming a critical bridge between models, tools, and business systems. Paul Sawers looks at the roadmap and the growing pains maintainers aim to solve.
Missed the live webinar? Watch the on-demand session with DragonflyDB CEO Oded Poncz to learn how to build a real-time data layer capable of supporting modern AI and ML workloads at scale.
Watch now:
From hallucinations to workflow failures, agentic AI introduces new operational risks. Learn practical strategies for managing these challenges and building production-ready AI systems.
Reserve your spot: https://thenewstack.io/webinar/building-production-ready-agentic-ai-why-a-control-plane-matters/
Anthropic just removed a key pricing barrier for long prompts. Paul Sawers breaks down how standard rates now apply even at 1-million-token scale with Claude Opus 4.6 and Claude Sonnet 4.6.
Debugging modern systems isn’t about more data. It’s about better access at the right moment. Sean O’Dell and David Beran walk through how developers can use logs, metrics, and traces to resolve issues faster.
Save your spot: https://thenewstack.io/webinar/developer-led-observability-debugging-distributed-and-ai-systems-with-runtime-telemetry/
Innovation is accelerating, but so are the risks. Adrian Bridgwater looks at how companies are trying to harness AI while staying flexible enough for what comes next.
No syntax, no boilerplate, just intent. Jessica Wachtel explains how vibe coding is opening the door for building apps without writing traditional code.
A 630-line Python script, one GPU, and zero human input overnight. Janakiram MSV breaks down how Andrej Karpathy’s AutoResearch system automated dozens of ML experiments.
Context is becoming the most important data primitive for modern AI systems. Learn how to deliver real-time context at scale in this upcoming webinar with DragonflyDB co-founder Oded Poncz.
Watch the recent session now: https://thenewstack.io/webinar/scaling-real-time-ai-ml-workloads-for-performance-and-efficiency/
Running AI agents at scale requires visibility, control, and human feedback loops. Explore how modern platforms balance automation with oversight in production environments.
Watch the session here: https://thenewstack.io/webinar/building-production-ready-agentic-ai-why-a-control-plane-matters/
Faster debugging starts with visibility at the source. Learn how developers are using real-time telemetry to reduce escalations and improve system performance with Sean O’Dell and David Beran.
Register now: https://thenewstack.io/webinar/developer-led-observability-debugging-distributed-and-ai-systems-with-runtime-telemetry/
Observability is no longer optional for modern Kubernetes environments. Learn how AI-driven insights can help teams maintain performance, reliability, and security at scale.
Session now available on-demand: https://thenewstack.io/webinar/ai-powered-kubernetes-observability-best-practices-in-2026/
Anthropic is bringing parallel AI agents into the code review process. Frederic Lardinois explores how the new Code Review feature in Claude Code helps teams detect issues before human reviewers step in.
https://thenewstack.io/anthropic-launches-a-multi-agent-code-review-tool-for-claude-code/
Beyond productivity gains, a Harvard-backed analysis signals a behavioral shift. Steven J. Vaughan-Nichols breaks down how GitHub Copilot is redefining the balance between coding, learning, and project oversight.
From packaging to scaling and debugging, production data pipelines come with hidden challenges. Paul Sawers explains how Tower is designed to solve this overlooked problem.
AI coding assistants are speeding up development, but they’re also overwhelming review workflows. Frederic Lardinois explains how Anthropic’s multi-agent Code Review aims to solve the bottleneck.
https://thenewstack.io/anthropic-launches-a-multi-agent-code-review-tool-for-claude-code/
AI coding agents are multiplying fast, but unpredictable token costs remain a major challenge. Paul Sawers explores how tools like OpenCode, Cline, and Aider are helping developers regain control.
