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thenewstack.io
Joined February 2014
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  • Followers41.4K
11.3KMedia
MiniMax says M3.1 Flash cuts agent costs 70 percent. Its token prices halved, but what a finished task costs tells a narrower story for busy AI developers. thenewstack.io/minimax-flash…

MiniMax just halved its token prices. Your AI agent bill may not follow.

MiniMax says M3.1 Flash cuts agent costs 70 percent. Its token prices halved, but what a finished task costs tells a narrower story for busy AI developers.

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“The task finishes, the context window closes, and whatever they built keeps consuming resources like forgotten candles steadily burning up your cloud bill.” Thanks to @envzero thenewstack.io/ai-agent-clou…

Your AI agent just provisioned a resource. Who owns it?

Stop runaway cloud costs from AI agents. Use queries, policies, and TTLs to enforce human ownership on all provisioned cloud resources.

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Anthropic’s next coding model may infer developer intent. Research shows coding agents often go beyond scope, and that’s much harder to fix than it sounds. thenewstack.io/coding-agents…

One sentence changed Claude Code's overreach rate from 0% to 17.1%

Anthropic’s next coding model may infer developer intent. Research shows coding agents often go beyond scope, and that’s much harder to fix than it sounds.

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How AI is defining the ‘new’ architect via @RedHat redhat.com/en/blog/how-ai-de…

How AI is defining the ‘new’ architect

Discover how AI shifts enterprise architecture from blueprints to cognitive governance. Learn how the Cognitive Architect manages AI risk and speed.

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Healthcare AI agents needed patient data. Their logs couldn’t keep any of it. Thanks to Dedicatted thenewstack.io/agentic-ai-pr…

Why 88% of AI pilots never make it to production

Healthcare AI agents needed patient data. Their logs couldn’t keep any of it.

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Why moving fast on AI prototypes can make enterprises pay twice Thanks to pgEdge thenewstack.io/ai-prototypes…

Your database decision could come back to haunt you

Why moving fast on AI prototypes can make enterprises pay twice

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The Chinese AI company is opening up the search engine behind its chatbot through Search and Fetch APIs, priced at $0.75 per 1,000 successful requests each. thenewstack.io/deepseek-web-…

DeepSeek made its name with cheap AI models. Now it’s undercutting search API rivals, too.

The Chinese AI company is opening up the search engine behind its chatbot through Search and Fetch APIs, priced at $0.75 per 1,000 successful requests each.

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CloudBolt will show how agents gain access that no one approved. Thanks to CloudBolt thenewstack.io/ai-agent-cred…

The agent did the work. The audit log couldn’t say who asked.

CloudBolt will show how agents gain access that no one approved.

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Muse Wonder vs. Claude Fable 5.1: Meta’s new model came closer than I expected thenewstack.io/muse-wonder-c…

Muse Wonder vs. Claude Fable 5.1: Meta’s new model came closer than I expected

Why Muse Wonder is your secret fallback when Fable’s cyber safeguards say no

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An AI agent saw a single EC2 instance and flagged nothing. It couldn't see the policy it was breaking. Thanks to env zero thenewstack.io/autonomous-cl…

The API tax: Why AI agents stall without infrastructure context

An AI agent saw a single EC2 instance and flagged nothing. It couldn't see the policy it was breaking.

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An AI SRE agent can help troubleshoot an incident. But can you trust it to decide on its own when something needs attention? Thanks to @traversal_ai thenewstack.io/ai-sre-agent-…

Most AI incident tools still leave a key decision to humans

In our October 22 webinar, Traversal CTO Raaz Dwivedi explores what it takes to trust AI agents to decide when production incidents need attention.

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“Developers are paying frontier prices for amnesia”: Uvi wants to stop the agent relearning brain drain thenewstack.io/uvi-ai-agent-…

“Developers are paying frontier prices for amnesia”: Uvi wants to stop the agent relearning brain...

Uvi says AI agents that rebuild company context on every query cost eight times more. Its fix is a shared memory layer, tested only in-house.

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Shrinking containers often blinds security scanners. Learn how bottom-up OCI image builds eliminate the distroless visibility gap. Thanks to CNCF thenewstack.io/distroless-co…

The distroless security gap: Why bottom-up containers are the next evolution in OCI images

Shrinking containers often blinds security scanners. Learn how bottom-up OCI image builds eliminate the distroless visibility gap.

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Persistent AI Agent Memory Explained: How Agents Remember Across Sessions via @PingCAP pingcap.com/blog/persistent-…

Persistent AI Agent Memory Explained: How Agents Remember Across Sessions

Learn how persistent AI agent memory works: three memory types, the capture-to-update loop, and how Claude Code, Codex, and Dify share one durable database.

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For many data aficionados, Postgres is the way to store and manage relational data. It’s efficient, it’s straightforward, and it plays nice with other tools. But even Postgres has its limits. Thanks to @TigerDatabase thenewstack.io/postgres-at-s…

You can outgrow vanilla Postgres without abandoning Postgres

Postgres holds up well until live data keeps growing. See why performance slips at scale, what tuning can still solve, and when TimescaleDB offers a better path.

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Meta ships Muse Spark Open, its answer to China’s best open-weight models thenewstack.io/meta-muse-spa…

Meta ships Muse Spark Open, its answer to China’s best open-weight models

Meta’s Muse Spark Open is an 816B open-weight model that beats US rivals and matches Chinese models on agentic tasks, but its license isn’t fully open.

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Introducing remote MCP for Octopus Deploy from @OctopusDeploy octopus.com/blog/introducing…

Introducing remote MCP for Octopus Deploy

Octopus now includes a built-in remote MCP server. There's nothing to install or maintain: point your agent at your instance's /mcp endpoint.

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“The microservices principles everyone stopped talking about five years ago turn out to be exactly what agent traffic needs.” Thanks to @Oracle thenewstack.io/building-agen…

Building scalable, agent-friendly APIs for AI applications

Apply microservices principles like bulkheads to scale agent-friendly APIs, handle bursty AI traffic, and prevent lost conversation context.

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Running local AI models on Microsoft’s Surface Laptop Ultra: What we found thenewstack.io/surface-ultra…

Running local AI models on Microsoft’s Surface Laptop Ultra: What we found

Microsoft’s Surface Laptop Ultra pairs Nvidia’s N1X Blackwell GPU with up to 128GB of unified memory. We tested how it handles local AI models on the road.

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Anthropic’s been eyeing confidential AI. It just made its move with another acquihire. thenewstack.io/anthropic-opa…

Anthropic’s been eyeing confidential AI. It just made its move with another acquihire.

The deal brings Opaque Systems’ expertise to Anthropic, but leaves questions about its open-source projects.

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