News

The New Stack
thenewstack.io > jetbrains-names-the-debt-ai-agents-leave-behind

JetBrains names the debt AI agents leave behind

2+ day, 2+ hour ago  (547+ words) Developers have spent years fighting technical debt. Now there's a new variant accumulating in codebases, and many teams don't even know about the pileup. JetBrains calls it Shadow Tech Debt " low-quality, architecture-blind code generated by AI agents that operate without…...

The New Stack
thenewstack.io > surepath-ai-mcp-policy-controls

SurePath AI advances MCP policy controls to tighten the cable on AI's USB-C

23+ hour, 25+ min ago  (547+ words) AI needs governance. Amid the exponential growth of predictive, generative, and agentic artificial intelligence, humans everywhere have repeatedly asked, "Is it safe? Can we still control it?" But Anthropic launched MCP to a welcoming audience, and the technology has been…...

The New Stack
thenewstack.io > ai-agent-memory-architecture

The “files are all you need” debate misses what's actually happening in agent memory architecture

7+ hour, 19+ min ago  (980+ words) When you look at how top engineering teams actually build agent memory systems, a pattern emerges: There is a filesystem interface for what agents see and database storage for what persists. The debate was never "filesystem or database;" it was…...

The New Stack
thenewstack.io > runpod-ai-infrastructure-reality

Runpod report: Qwen has overtaken Meta's Llama as the most-deployed self-hosted LLM

1+ day, 6+ hour ago  (793+ words) The rise of agentic AI services has enabled the enterprise technology market to blossom with a new, fully evolved set of automation and acceleration tools that can be applied to almost every use case across every industry vertical. That's the…...

The New Stack
thenewstack.io > perplexity-agent-api

New Perplexity APIs give developers access to agentic workflows and orchestration

23+ hour, 58+ min ago  (617+ words) On the heels of last month's Perplexity Computer launch, the company on Thursday announced an expansion of the Perplexity API Platform with three new developer tools: Embeddings API, Agent API, and Sandbox API. These APIs expose more of the system…...

The New Stack
thenewstack.io > galileo-agent-control-open-source

Galileo releases Agent Control, a centralized guardrails platform for enterprise AI agents

1+ day, 23+ hour ago  (407+ words) Galileo, a company known for its AI observability and guardrails technology, on Wednesday released Agent Control, an open source control plane designed to help enterprises govern AI agents at scale. The platform allows organizations to write behavioral policies once and…...

The New Stack
thenewstack.io > with-its-latest-phi-4-reasoning-model-microsoft-reckons-bigger-isnt-always-better

With its latest Phi-4 reasoning model, Microsoft reckons bigger isn’t always better

2+ day, 23+ hour ago  (1016+ words) In a blog post last week, Microsoft described Phi-4-Reasoning-Vision-15B, a multimodal model designed to handle reasoning tasks that involve both text and images. The goal isn't simply to add visual understanding to a language model; rather, it explores whether…...

The New Stack
thenewstack.io > how-to-deploy-an-ai-server-on-your-debianubuntu-server

How to deploy an AI server on your Debian/Ubuntu server

3+ day, 1+ hour ago  (673+ words) Whenever I use AI, I always opt to go with a locally installed instance. The reason for that is twofold. First, when I'm using locally installed AI, I'm not drawing power off an electric grid already in massive demand. Second,…...

The New Stack
thenewstack.io > with-gridgain-acquisition-mariadb-bets-on-in-memory-computing-and-apache-ignite

With GridGain acquisition, MariaDB bets on in-memory computing and Apache Ignite

3+ day, 5+ hour ago  (711+ words) MariaDB is one of the stalwarts of the open-source database world. Born out of the MySQL fork'following Oracle's acquisition of Sun Microsystems'in 2010, the project has served as a bedrock for web applications and enterprise systems alike for more than a…...

The New Stack
thenewstack.io > crafting-ai-agents-platform

AI coding agents can write code, Crafting wants to help them ship it

4+ day, 5+ hour ago  (801+ words) AI coding agents are getting very good at generating code, but for enterprise engineering teams, that's only part of the battle. There's also testing, validation, and actually shipping that code against real production infrastructure " and that remains a bottleneck that…...