The New Stack
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DevOps, open source, and cloud native news with resources and insights for developers
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News•Feb 24, 2026
Most Platform Teams Build Products, but They Don’t Know It
Platform teams often treat internal platforms as pure infrastructure, overlooking their product nature. By failing to define specific user personas, they ship technically complete features that see low adoption. The article stresses that rollout activities differ from genuine adoption, which requires intentional friction and continuous behavioral feedback. Shifting roadmaps to outcome‑focused goals, as env0 demonstrates, turns platforms into default, value‑adding services.
By The New Stack
News•Feb 22, 2026
Cloudflare’s Markdown for Agents Automatically Make Websites Agent-Ready
Cloudflare introduced “Markdown for Agents,” an edge service that converts HTML pages to Markdown when an AI agent requests them via an Accept: text/markdown header. The conversion can slash token consumption by up to 80%, turning a 16,180‑token HTML page...
By The New Stack
News•Feb 20, 2026
Why the Era of Relying on Dozens of “Purpose-Built” Databases Is Finally Coming to an End
Enterprises are shifting from fragmented, purpose‑built databases to unified operational data platforms that prioritize memory‑first architectures and AI‑ready features. The new platforms deliver sub‑millisecond response times, reduce infrastructure complexity, and cut total cost of ownership by up to 60%. By...
By The New Stack
News•Feb 10, 2026
GitLab CEO on Why AI Isn’t Helping Enterprise Ship Code Faster
GitLab CEO Bill Staples says AI coding assistants haven’t accelerated enterprise software delivery because developers spend only 10‑20% of their day writing code. The remaining 80‑90% involves reviews, pipeline runs, security and compliance checks that remain untouched by AI. GitLab’s...
By The New Stack
News•Feb 6, 2026
Is the SaaSpocalypse Nigh? The Era of Paying for Software Seats May Be Ending.
Anthropic’s Cowork plugins, an AI‑agent extension suite, sparked a sharp market sell‑off in legacy SaaS firms, with legal‑tech stocks falling 10‑16%. The reaction validates Satya Nadella’s 2024 warning that SaaS applications could collapse as AI agents absorb business logic. By...
By The New Stack
News•Jan 21, 2026
Focus on ‘Don’ts’ to Build Systems that Know when to Say ‘No’
The article argues that AI knowledge bases must go beyond listing policies and include explicit "don’ts" to prevent harmful behavior. By integrating negative examples, decision‑logic trees, and relational knowledge graphs, organizations can give agents contextual guardrails and judgment akin to...
By The New Stack
Deals•Jan 21, 2026
D-Matrix Secures $275M Funding to Accelerate AI Inference Chip Development
AI chip startup d-Matrix announced a $275 million funding round to advance its in‑memory compute platform for AI inference. The capital will support scaling of its Jetstream accelerator cards and further development of its Digital In‑Memory Compute technology. The round underscores...
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