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https://www.codu.co/the-new-stack The New Stack (@the-new-stack) | Codú The New Stack's profile on Codú. View their posts and contributions. the new stack https://www.codu.co/the-new-stack/openeverest-a-tool-to-manage-multiple-databases-on-kubernetes-l40ESFD OpenEverest, a Tool To Manage Multiple Databases on Kubernetes | shared by The New Stack | Codú Database support provider is donating a database management tool for Kubernetes environments to the . For Kubernetes environs, the newly The post OpenEverest,... https://www.codu.co/the-new-stack/the-reason-your-pgvector-benchmark-is-lying-to-you-tL3LcFi The reason your pgvector benchmark is lying to you | shared by The New Stack | Codú As an open source Postgres extension, pgvector lets you store and query vector embeddings alongside your relational data, using the The post The reason your... https://www.codu.co/the-new-stack/6-agentic-knowledge-base-patterns-emerging-in-the-wild-rQPLQ4i 6 agentic knowledge base patterns emerging in the wild | shared by The New Stack | Codú AI agents have become the software industry’s latest fascination. Backed by large language models (LLMs), this new class of AI The post 6 agentic knowledge... https://www.codu.co/the-new-stack/python-virtual-environments-isolation-without-the-chaos-iv8gagJ Python virtual environments: isolation without the chaos | shared by The New Stack | Codú Installing packages globally isn’t always a good idea. Different tools inside an application can require specific versions of features, functions, The post... python virtual environments the chaos https://www.codu.co/the-new-stack/amazon-and-anthropic-deepen-ai-ties-with-a-100b-aws-commitment-1lxFMlF Amazon and Anthropic deepen AI ties with a $100B AWS commitment | shared by The New Stack | Codú On Monday, Amazon and Anthropic announced a new agreement under which Anthropic commits to investing more than $100 billion in The post Amazon and Anthropic... https://www.codu.co/the-new-stack/unify-the-data-stack-for-ai-with-incremental-cloud-migrations-qTcKKm0 Unify the Data Stack for AI With Incremental Cloud Migrations | shared by The New Stack | Codú Even as AI offloads repetitive tasks and accelerates learning and productivity, you hear more anecdotes every day about AI systems The post Unify the Data... https://www.codu.co/the-new-stack/the-ai-infrastructure-crisis-when-ambition-meets-ancient-systems-mDUbovE The AI Infrastructure crisis: When ambition meets ancient systems | shared by The New Stack | Codú Artificial Intelligence has become a core capability in modern software systems, powering applications such as personalized recommendations, fraud detection,... https://www.codu.co/the-new-stack/cursor-builds-always-on-agents-to-tackle-developer-task-tedium-iF9NVgD Cursor builds always-on agents to tackle developer task tedium | shared by The New Stack | Codú AI-powered code editor company Cursor has introduced Cursor Automations to build always-on agents that operate on its deep understanding of The post Cursor... https://www.codu.co/the-new-stack/anthropics-claude-platform-comes-to-aws-veNITXj Anthropic’s Claude Platform comes to AWS | shared by The New Stack | Codú As part of Anthropic’s and AWS’s expanded collaboration, which the two companies announced in April, Anthropic said it would bring The post Anthropic’s Claude... the new stack claude platform https://www.codu.co/the-new-stack/forget-predictions-tech-leaders-actual-2026-resolutions-9oLh23j Forget Predictions: Tech Leaders’ Actual 2026 Resolutions | shared by The New Stack | Codú People have strong feelings about New Year’s resolutions. I know people who spend their entire December reflecting and then in The post Forget Predictions:... https://www.codu.co/the-new-stack/ramp-targets-ais-fastest-growing-cost-spend-thats-hard-to-track-pC4dGTF Ramp targets AI’s fastest-growing cost: spend that’s hard to track | shared by The New Stack | Codú Companies are spending more on AI than they can easily track. What started as a handful of API calls and The post Ramp targets AI’s fastest-growing cost: spend... https://www.codu.co/the-new-stack/google-wants-ai-defense-to-be-as-fast-as-ai-offense-RfK0rIl Google wants AI defense to be as fast as AI offense | shared by The New Stack | Codú The core problem in AI security right now is that attackers are using AI models to find and exploit zero-day The post Google wants AI defense to be as fast as... https://www.codu.co/the-new-stack/why-openai-and-anthropic-are-hiring-forward-deployed-engineer-teams-xBT69TP Why OpenAI and Anthropic are hiring forward deployed engineer teams | shared by The New Stack | Codú Companies adding AI to their products often think that a powerful model is the key to successful integration. This assumption The post Why OpenAI and Anthropic... https://www.codu.co/the-new-stack/qcon-chat-is-agentic-ai-killing-continuous-integration-KmbiUAm QCon chat: Is agentic AI killing continuous integration? | shared by The New Stack | Codú In the age of AI, will we still need continuous integration (CI) at all? One panelist in a QCon AI The post QCon chat: Is agentic AI killing continuous... https://www.codu.co/the-new-stack/developer-proves-ai-agents-can-be-reprogrammed-via-new-exploit-2dZhvS9 Developer proves AI agents can be reprogrammed via new exploit | shared by The New Stack | Codú A new VS Code exploit can rewrite AI agents across all code repositories, an application security specialist demonstrated Thursday. On The post Developer... https://www.codu.co/the-new-stack/what-is-kubevirt-and-why-its-growing-PNXG7Dd What is KubeVirt and why it’s growing | shared by The New Stack | Codú KubeVirt is an open-source project that brings virtual machines into the Kubernetes control plane, letting teams run VMs and containers The post What is... https://www.codu.co/the-new-stack/webassembly-is-everywhere-heres-how-it-works-xpha2up WebAssembly is everywhere. Here’s how it works | shared by The New Stack | Codú If you’re familiar with building web applications in the last few years, you’ve probably heard of WebAssembly (Wasm). And if The post WebAssembly is... how it works https://www.codu.co/the-new-stack/astro-redesigns-its-development-server-lawrih4 Astro Redesigns Its Development Server | shared by The New Stack | Codú Astro — whose acquisition by Cloudflare was announced on Friday — on Wednesday released its first beta of Astro 6, The post Astro Redesigns Its Development... the new stack development server astro redesigns https://www.codu.co/the-new-stack/anthropics-claude-can-now-draw-interactive-charts-and-diagrams-uiPYctL Anthropic’s Claude can now draw interactive charts and diagrams | shared by The New Stack | Codú Anthropic’s Claude has always been great at coding and working with text, but where Google and OpenAI invested heavily in The post Anthropic’s Claude can now... https://www.codu.co/the-new-stack/distributed-apps-platform-aspire-supports-javascript-python-JWTOtcE Distributed apps platform Aspire supports JavaScript, Python | shared by The New Stack | Codú Aspire, Microsoft’s open source, cloud native development platform, now supports JavaScript, TypeScript, Python, and Java as first-class citizens. “With Aspire... https://www.codu.co/the-new-stack/3-steps-to-escaping-the-break-fix-trap-NeQGOT5 3 steps to escaping the “break-fix” trap | shared by The New Stack | Codú The demand for improved digital services and new capabilities, from both customers and senior executives, is straining digital operations to The post 3 steps... https://www.codu.co/the-new-stack/anthropic-will-let-its-managed-agents-dream-iCD2OCC Anthropic will let its managed agents dream | shared by The New Stack | Codú In April, Anthropic launched the public beta of Managed Agents, its platform for running AI agents on its infrastructure. On Wednesday, The post Anthropic will... https://www.codu.co/the-new-stack/why-ai-workloads-are-fueling-a-move-back-to-postgres-FD6n5oW Why AI Workloads Are Fueling a Move Back to Postgres | shared by The New Stack | Codú I have spent the last couple of years watching the database landscape move through waves of excitement and disappointment. Vectors, The post Why AI Workloads... https://www.codu.co/the-new-stack/why-programming-became-the-proving-ground-for-ai-Jv5qDYZ Why programming became the proving ground for AI | shared by The New Stack | Codú I’ve always felt that AI found its footing in software engineering first because, frankly, the environment is honest. When you’re The post Why programming... the proving ground https://www.codu.co/the-new-stack/openai-brings-codex-to-the-chatgpt-mobile-app-K3Io3hK OpenAI brings Codex to the ChatGPT mobile app | shared by The New Stack | Codú On Thursday, OpenAI announced that it is bringing Codex to the ChatGPT app on iOS and Android. It was previously The post OpenAI brings Codex to the ChatGPT... https://www.codu.co/the-new-stack/meta-abandons-open-source-llama-for-proprietary-muse-spark-PoPEHhH Meta abandons open-source Llama for proprietary Muse Spark | shared by The New Stack | Codú Meta’s decided its new proprietary AI LLM, Muse Spark, would be much more profitable than the open-source Llama. What are The post Meta abandons open-source... https://www.codu.co/the-new-stack/python-whats-coming-in-2026-fhM9wB5 Python: What’s Coming in 2026 | shared by The New Stack | Codú If 2025 was “the year of type checking and language server protocols” for Python, will 2026 be the year of The post Python: What’s Coming in 2026 appeared... the new stack coming in python https://www.codu.co/the-new-stack/bryan-cantrill-how-kubernetes-broke-the-aws-cloud-monopoly-4TmZiqv Bryan Cantrill: How Kubernetes Broke the AWS Cloud Monopoly | shared by The New Stack | Codú Did Kubernetes break up cloud party? As the co-founder and CTO of cloud native hardware company Oxide Computer Company, Bryan The post Bryan Cantrill: How... https://www.codu.co/the-new-stack/mcp-servers-turn-claude-into-a-reasoning-engine-for-your-data-zNkUqZU MCP servers turn Claude into a reasoning engine for your data | shared by The New Stack | Codú Claude knows virtually everything that’s ever been publicly available on the internet by default. But it knows absolutely nothing about The post MCP servers... https://www.codu.co/the-new-stack/the-agentic-revolution-a-new-vision-for-sres-i6JJVoE The agentic revolution: A new vision for SREs | shared by The New Stack | Codú Site reliability engineers (SREs) are no longer an afterthought for harried IT leaders. They play a critical role in ensuring The post The agentic revolution:... revolution a new vision https://www.codu.co/the-new-stack/warps-gamble-going-open-source-to-take-on-closed-source-rivals-tEI5yEn Warp’s gamble: Going open source to take on closed-source rivals | shared by The New Stack | Codú Warp, the popular Rust-based agentic development environment, has released its client as open source. Warp began in 2022 as, believe The post Warp’s gamble:... https://www.codu.co/the-new-stack/why-good-enough-cloud-databases-are-becoming-a-business-risk-jAMhVrS Why “good enough” cloud databases are becoming a business risk | shared by The New Stack | Codú A database is like a water heater. When all is well, it just does its job in the background. You The post Why “good enough” cloud databases are becoming a... https://www.codu.co/the-new-stack/how-your-llm-is-silently-hallucinating-company-revenue-Kp0TvzQ How your LLM is silently hallucinating company revenue | shared by The New Stack | Codú LLMs are accelerating work across engineering disciplines, from generating React components and building backend APIs to noodling with SQL. But The post How... https://www.codu.co/the-new-stack/a-nine-point-checklist-for-shipping-production-ready-ai-avCQLbC A nine-point checklist for shipping production-ready AI | shared by The New Stack | Codú Starting from square one Most teams can build an AI prototype. A notebook answers a few prompts, a demo agent The post A nine-point checklist for shipping... https://www.codu.co/the-new-stack/ramps-inspect-shows-closed-loop-ai-agents-are-softwares-future-ZtPbTlr Ramp’s Inspect shows closed-loop AI agents are software’s future | shared by The New Stack | Codú The recent release of the background coding agent Inspect by Ramp’s engineering team serves as a definitive proof point that The post Ramp’s Inspect shows... https://www.codu.co/the-new-stack/openai-codex-arrives-in-the-browser-with-new-chrome-extension-xU97iFW OpenAI Codex arrives in the browser with new Chrome extension | shared by The New Stack | Codú AI companies have been hell-bent on creating coding agents that use computers like humans: Clicking buttons, scrolling through pages, and The post OpenAI Codex... https://www.codu.co/the-new-stack/the-diy-platform-trap-thats-burning-out-engineering-teams-uAyqDXL The DIY platform trap that’s burning out engineering teams | shared by The New Stack | Codú Platform engineers are some of the most resourceful people in IT. Give them a problem, and they’ll automate their way The post The DIY platform trap that’s... https://www.codu.co/the-new-stack/vibe-coding-could-cause-catastrophic-explosions-in-2026-YJdM5j9 Vibe coding could cause catastrophic ‘explosions’ in 2026 | shared by The New Stack | Codú The steady buildout of vibe-coded applications into production will lead to catastrophic problems for organizations that don’t properly review AI-developed The... https://www.codu.co/the-new-stack/how-to-delegate-40-of-tickets-to-ai-FO5uWwB How to delegate 40% of tickets to AI | shared by The New Stack | Codú AI beats us at coding. But it’s also better and faster at nearly everything else: planning, QA, working with all The post How to delegate 40% of tickets to AI... https://www.codu.co/the-new-stack/experts-hail-anthropics-15m-python-security-commitment-kSOfXvX Experts Hail Anthropic’s $1.5M Python Security Commitment | shared by The New Stack | Codú Anthropic‘s $1.5 million investment in Python security is both self-interested and smart, analysts say, addressing a critical vulnerability in the The post... https://www.codu.co/the-new-stack/postman-adds-open-source-documentation-and-sdk-products-cReZonG Postman Adds Open Source Documentation and SDK Products | shared by The New Stack | Codú The API platform Postman announced Thursday it has acquired Fern, a developer experience company that helps developers ship API documentation The post Postman... https://www.codu.co/the-new-stack/the-cleanup-cost-of-ai-generated-code-Ti4Igqn The cleanup cost of AI-generated code | shared by The New Stack | Codú The world is actively using AI to make our lives more efficient and safe — from creative writing to safer The post The cleanup cost of AI-generated code... the cleanup ai generated https://www.codu.co/the-new-stack/traditional-code-review-is-dead-what-comes-next-EcKOGGx Traditional Code Review Is Dead. What Comes Next? | shared by The New Stack | Codú I noticed a quiet shift in our engineering team recently that brought me to a broader realization about the future The post Traditional Code Review Is Dead.... https://www.codu.co/ Codú — the community for AI builders & indie hackers Learn to build with AI, share what you ship, and grow with people doing the same. A curated feed of articles, tips, questions, and links from the community. the community for ai builders indie hackers https://www.codu.co/the-new-stack/aws-wants-to-register-your-ai-agents-BNQuRmk AWS wants to register your AI agents | shared by The New Stack | Codú AWS on Thursday launched the AWS Agent Registry, a new service that aims to help enterprises discover, share, and reuse The post AWS wants to register your AI... https://www.codu.co/the-new-stack/want-an-easy-way-to-manage-podman-containers-here-it-is-kyGKgih Want an easy way to manage Podman containers? Here it is | shared by The New Stack | Codú You’ve heard of Docker Desktop, right? Of course you have. Docker Desktop is a user-friendly GUI app that simplifies managing The post Want an easy way to... https://www.codu.co/the-new-stack/why-40-of-ai-agents-might-fail-and-how-to-save-yours-JowuV1u Why 40% of AI Agents Might Fail (and How To Save Yours) | shared by The New Stack | Codú In 2023, a Chevrolet dealership in California woke up to a viral nightmare: Its new AI chatbot had just agreed The post Why 40% of AI Agents Might Fail (and... https://www.codu.co/the-new-stack/google-launches-100-ai-ultra-plan-and-cuts-top-tier-to-200-vxE9a0F Google launches $100 AI Ultra plan and cuts top tier to $200 | shared by The New Stack | Codú Google on Tuesday launched a new $ 100-per-month AI Ultra plan that sits neatly between its existing $200 and $20 The post Google launches $100 AI Ultra plan... https://www.codu.co/the-new-stack/how-webassembly-plugins-simplify-kubernetes-extensibility-4qdTju4 How WebAssembly plugins simplify Kubernetes extensibility | shared by The New Stack | Codú The integration of WebAssembly (Wasm) into the Helm ecosystem streamlines the orchestration of WASI-compliant binaries across disparate environments, including... the new stack https://www.codu.co/the-new-stack/why-most-ai-projects-fail-after-the-demo-actually-works-X7Pr2SD Why most AI projects fail after the demo actually works | shared by The New Stack | Codú Building an AI demo is easy. Shipping an AI system that runs reliably in production, day after day, under load, The post Why most AI projects fail after the... https://www.codu.co/the-new-stack/why-enterprise-ai-needs-customization-yDSXMJg Why enterprise AI needs customization | shared by The New Stack | Codú Most organizations are approaching AI adoption the same way they once bought enterprise software: pick a vendor, standardize on a The post Why enterprise AI... the new stack why enterprise ai needs customization https://www.codu.co/the-new-stack/why-webassembly-wont-replace-kubernetes-but-makes-helm-more-secure-1syQFdT Why WebAssembly won’t replace Kubernetes but makes Helm more secure | shared by The New Stack | Codú My gut reaction has often been to compare WebAssembly to Kubernetes. Flash back to over four years ago: Then, I The post Why WebAssembly won’t replace... https://www.codu.co/the-new-stack/terraform-challenger-formae-expands-to-more-clouds-v3scRsn Terraform challenger Formae expands to more clouds | shared by The New Stack | Codú Late last year, startup Platform Engineering Labs made waves in the world of Infrastructure as Code (IaC) by introducing a new The post Terraform challenger... https://www.codu.co/the-new-stack/liya-linux-proves-high-performance-doesnt-require-a-command-line-nazNCm0 Liya Linux proves high performance doesn’t require a command line | shared by The New Stack | Codú Any Linux distribution claiming that it wants to make Linux easy and accessible to the general public, as well as The post Liya Linux proves high performance... https://www.codu.co/the-new-stack/how-hpe-is-closing-the-loop-on-cloud-and-ai-sprawl-with-agentic-ai-OtVRrhJ How HPE is closing the loop on cloud and AI sprawl with agentic AI | shared by The New Stack | Codú Nothing is Greenfield in an enterprise. Hybrid cloud complexity sits atop siloed teams and systems, making it nearly impossible to The post How HPE is closing... https://www.codu.co/the-new-stack/vercels-json-render-a-step-toward-generative-ui-TGL8o9k Vercel’s json-render: A step toward generative UI | shared by The New Stack | Codú Vercel recently released a new open source tool called json-render that signals a step toward generative user interfaces (UI), a The post Vercel’s json-render:... https://www.codu.co/the-new-stack/port-of-context-the-open-source-code-mode-nSvg2um Port of Context: The open source code mode | shared by The New Stack | Codú The Model Context Protocol (MCP) has quickly become a well-adopted standard for connecting large language model (LLM)-based AI agents with The post Port of... open source code https://www.codu.co/the-new-stack/building-a-kubernetes-native-pattern-for-ai-infrastructure-at-scale-W2TO5R1 Building a Kubernetes-native pattern for AI infrastructure at scale | shared by The New Stack | Codú When AI developer and ops teams first adopt large models on Kubernetes, the focus is usually on getting something to The post Building a Kubernetes-native... https://www.codu.co/the-new-stack/2025-the-year-of-the-return-of-the-ada-programming-language-OuEcnLB 2025: The Year of the Return of the Ada Programming Language? | shared by The New Stack | Codú In 2025, the Ada programming language made what might be considered a comeback. (But don’t call it one! Yet.) Last The post 2025: The Year of the Return of the... year of return https://www.codu.co/the-new-stack/drupal-turns-25-from-simple-to-complex-then-simple-again-YtvLbP1 Drupal turns 25: From simple to complex — then simple again | shared by The New Stack | Codú It’s rare that a web product lasts 25 years, given how fast the industry cycles through technologies. But this month The post Drupal turns 25: From simple to... https://www.codu.co/the-new-stack/red-hat-customizes-rhel-for-nvidias-vera-rubin-ai-platform-Z6MTGIw Red Hat Customizes RHEL for Nvidia’s Vera Rubin AI Platform | shared by The New Stack | Codú Building on continual partnership work with the chip company, has pledged to offer “Day 0” support for Nvidia’s newly-announced Vera The post Red Hat... https://www.codu.co/the-new-stack/the-attack-surface-moved-inside-the-agent-so-did-arcjet-OdRvGkI The attack surface moved inside the agent. So did Arcjet. | shared by The New Stack | Codú As AI agents take over more application logic, such as reading files, fetching web pages, and processing queue messages, the The post The attack surface moved... https://www.codu.co/the-new-stack/hpes-ai-agents-cut-root-cause-analysis-time-in-half-iZA6tOC HPE’s AI agents cut root cause analysis time in half | shared by The New Stack | Codú Operational fatigue, in the face of increasing complexity and risks, is a real problem. Can partnerships with skills-based AI agents The post HPE’s AI agents... https://www.codu.co/the-new-stack/shopify-walmart-endorse-googles-new-open-commerce-protocol-ql86RqD Shopify, Walmart Endorse Google’s New Open Commerce Protocol | shared by The New Stack | Codú The retail AI protocol standards war is heating up. has unveiled a new open standard, the Universal Commerce Protocol (UCP), The post Shopify, Walmart Endorse... https://www.codu.co/the-new-stack/from-pets-to-cattle-the-new-mindset-for-managing-vms-xfRUjHJ From Pets to Cattle: The New Mindset for Managing VMs | shared by The New Stack | Codú This is an excerpt from Chapter 4 of “Running Virtual Machines on Kubernetes: A Practical Roadmap for Enterprise Migrations,” a The post From Pets to Cattle:... https://www.codu.co/the-new-stack/the-hunt-for-truly-zero-cve-container-images-N18et5a The hunt for truly zero-CVE container images | shared by The New Stack | Codú Vendors chasing “zero-CVE” container images on top of traditional Linux distributions are running into structural limits in upstream release models. The post... https://www.codu.co/the-new-stack/cursors-2-billion-bet-the-ide-is-now-a-fallback-not-the-default-siynRA2 Cursor’s $2 billion bet: The IDE is now a fallback, not the default | shared by The New Stack | Codú Last week, the AI code editor with the fastest revenue growth in the category shipped a product that is not The post Cursor’s $2 billion bet: The IDE is now a... https://www.codu.co/the-new-stack/meet-gravitino-a-geo-distributed-federated-metadata-lake-whwEA3q Meet Gravitino, a geo-distributed, federated metadata lake | shared by The New Stack | Codú In the new world of agentic AI, the discussion has revolved around data: governance, storage, and compute. But what about The post Meet Gravitino, a... https://www.codu.co/the-new-stack/spring-is-23-years-old-ai-just-made-it-a-security-emergency-fDKhkfa Spring is 23 years old. AI just made it a security emergency. | shared by The New Stack | Codú AI is rewriting the rules of software security, and the Java ecosystem — the backbone of enterprise computing for more The post Spring is 23 years old. AI just... https://www.codu.co/the-new-stack/is-ai-killing-open-source-software-qwUFBCQ Is AI Killing Open Source Software? | shared by The New Stack | Codú “It’s complicated” can be used to describe relationships and how AI works — or doesn’t — with open source development. The post Is AI Killing Open Source... open source software the new stack https://www.codu.co/the-new-stack/google-wants-to-make-the-web-agent-ready-DOOeWU2 Google wants to make the web agent-ready | shared by The New Stack | Codú At its I/O developer conference on Tuesday, Google announced a number of new features and specs for how it plans The post Google wants to make the web... https://www.codu.co/the-new-stack/4-questions-to-help-you-translate-ai-theory-into-practice-8bV5HNb 4 Questions To Help You Translate AI Theory Into Practice | shared by The New Stack | Codú “AI for the Enterprise: The Playbook for Developing and Scaling Your AI Strategy” is a new ebook I wrote for The post 4 Questions To Help You Translate AI... https://www.codu.co/the-new-stack/the-head-chef-model-for-ai-assisted-development-7eNUPOT The head chef model for AI-assisted development | shared by The New Stack | Codú As AI coding assistants become more capable, the relationship between developers and their tools is evolving beyond a simple autocomplete. The post The head... ai assisted development https://www.codu.co/the-new-stack/ai-startups-are-scrambling-to-survive-in-big-techs-shadow-GjFxxPx AI startups are scrambling to survive in big tech’s shadow | shared by The New Stack | Codú Startups in the AI world gathered at the AI Agent Conference this week in New York are scrambling to carve The post AI startups are scrambling to survive in... https://www.codu.co/the-new-stack/the-art-of-visual-inspection-spot-the-hidden-story-in-your-charts-4feyPZo The art of visual inspection: Spot the hidden story in your charts | shared by The New Stack | Codú You have a nice set of data, but how do you convey its meaning to an audience? In the latest The post The art of visual inspection: Spot the hidden story in... https://www.codu.co/the-new-stack/10-strategies-to-reduce-mcp-token-bloat-5PIweNe 10 strategies to reduce MCP token bloat | shared by The New Stack | Codú The Model Context Protocol (MCP) has reached an inflection point. While some MCP deployments are still in the experimentation phase, The post 10 strategies to... https://www.codu.co/the-new-stack/why-anthropic-just-doubled-claude-cowork-limits-at-no-charge-P4TgTDh Why Anthropic just doubled Claude Cowork limits at no charge | shared by The New Stack | Codú Anthropic has announced a limited-time promotion that doubles users’ five-hour usage limits in Claude Cowork. Announced on Monday, it’s sure The post Why... https://www.codu.co/the-new-stack/how-to-use-llms-for-continuous-creative-code-refactoring-DtvVhx1 How To Use LLMs for Continuous, Creative Code Refactoring | shared by The New Stack | Codú Refactoring used to be limited to a fixed set of transforms hardwired into IDEs. If the one you needed wasn’t The post How To Use LLMs for Continuous, Creative... https://www.codu.co/the-new-stack/nick-lucchesi-takes-helm-at-the-new-stack-rXra2Tr Nick Lucchesi Takes Helm at The New Stack | shared by The New Stack | Codú Happy first Monday of 2026 to The New Stack (TNS) readers! It is with great pleasure that I introduce you The post Nick Lucchesi Takes Helm at The New Stack... the new stack nick lucchesi takes helm https://www.codu.co/the-new-stack/how-long-before-we-stop-reading-the-code-UFp2wo8 How long before we stop reading the code? | shared by The New Stack | Codú Don’t kill the code reviews; just move the human checkpoint upstream to reviewing intent, specs, plans, constraints, and acceptance criteria. The post How long... https://www.codu.co/the-new-stack/the-ai-shift-why-risc-v-is-poised-to-challenge-arm-and-x86-dDJ0yAd The AI Shift: Why RISC-V is poised to challenge Arm and x86 | shared by The New Stack | Codú The RISC-V standard has evolved and matured to the extent that performance drawbacks have largely disappeared compared with the long-tried The post The AI... https://www.codu.co/the-new-stack/jetbrains-names-the-debt-ai-agents-leave-behind-wwENdV8 JetBrains names the debt AI agents leave behind | shared by The New Stack | Codú Developers have spent years fighting technical debt. Now there’s a new variant accumulating in codebases, and many teams don’t even The post JetBrains names... https://www.codu.co/the-new-stack/what-happens-to-a-database-when-the-user-is-an-ai-agent-e38GiM6 What happens to a database when the user is an AI agent | shared by The New Stack | Codú In the past, we judged enterprise databases by how useful they were to people like us. We rated them on The post What happens to a database when the user is an... https://www.codu.co/the-new-stack/the-weekend-our-pipeline-processed-the-same-data-47-times-TAoIan3 The Weekend Our Pipeline Processed the Same Data 47 Times | shared by The New Stack | Codú It was Monday morning when our analytics team started noticing something wrong. Customer transaction volumes had apparently skyrocketed over the The post The... https://www.codu.co/the-new-stack/cut-your-ai-search-costs-without-sacrificing-quality-mb9QAAj Cut your AI search costs without sacrificing quality | shared by The New Stack | Codú The cost that’s driving your AI search bill Every organization running AI-powered search faces the same hidden cost driver: query The post Cut your AI search... https://www.codu.co/the-new-stack/microsoft-wants-to-make-service-mesh-invisible-YSwHN5R Microsoft wants to make service mesh invisible | shared by The New Stack | Codú At KubeCon EU 2026 in Amsterdam, I sat down with Mitch Connors, a principal software engineer at Microsoft and Istio The post Microsoft wants to make service... https://www.codu.co/the-new-stack/why-agent-harnesses-fail-inside-cloud-native-systems-RFOt1s2 Why agent harnesses fail inside cloud-native systems | shared by The New Stack | Codú Coding agents perform better with a harness that gives them the tools, guidance, and feedback signals to know what to The post Why agent harnesses fail inside... https://www.codu.co/the-new-stack/open-source-whamm-use-webassembly-to-monitor-and-fix-running-apps-q5zgRwU Open Source Whamm: Use WebAssembly To Monitor and Fix Running Apps | shared by The New Stack | Codú Whamm is designed to allow users to instrument their WebAssembly (or Wasm) applications with a programming language or code, or The post Open Source Whamm: Use... https://www.codu.co/the-new-stack/62-of-enterprises-now-use-java-to-power-ai-apps-gXOW4C2 62% of enterprises now use Java to power AI apps | shared by The New Stack | Codú According to a new report released today, an increasing number of enterprises are using Java as a foundational language for The post 62% of enterprises now use... https://www.codu.co/the-new-stack/why-ai-systems-are-failing-in-familiar-ways-uWVrJcZ Why AI systems are failing in familiar ways | shared by The New Stack | Codú With the introduction of AI-assisted coding tools and agents, many people hoped we’d solve all the problems for human teams. The post Why AI systems are... https://www.codu.co/the-new-stack/caught-in-the-middle-the-new-role-of-platform-teams-cnw7k9O Caught in the Middle: The New Role of Platform Teams | shared by The New Stack | Codú Earlier this year, the platform team at a global bank introduced a new workflow for developers to provision cloud environments The post Caught in the Middle:... caught in the middle