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Andrew Kew

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Joined on Apr 24, 2026 https://www.youtube.com/@TheGatewayGuy

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Writing Debut

58 posts published

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Fable is back. But the terms of its return should concern you.

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Fable is back. But the terms of its return should concern you.

#ai #anthropic #llm #regulation

2 min read

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Coinbase Cut Its AI Spend in Half Without Throttling Engineers - Here's the Playbook

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Coinbase Cut Its AI Spend in Half Without Throttling Engineers - Here's the Playbook

#ai #llm #cloud #devops

2 min read

Anthropic, Google, and Microsoft just built a shared security team for open source. AI is why.

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Anthropic, Google, and Microsoft just built a shared security team for open source. AI is why.

#ai #security #opensource #linux

3 min read

OpenClaw and Hermes agree on what an agent is. They disagree on what controls it.

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OpenClaw and Hermes agree on what an agent is. They disagree on what controls it.

#ai #agents #llm #opensource

3 min read

Nvidia wants enterprises to run agents safely. NemoClaw is how.

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Nvidia wants enterprises to run agents safely. NemoClaw is how.

#ai #agents #nvidia #devops

3 min read

'"An LLM and a harness": Nvidia''s simple thesis on what agents actually are'

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'"An LLM and a harness": Nvidia''s simple thesis on what agents actually are'

#ai #llm #agents #nvidia

2 min read

Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.

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Fable disappeared overnight. That's the best ad for open-weight AI anyone could have run.

#ai #llm #anthropic #opensource

3 min read

60–95% fewer tokens in your agent loops, same answers. Meet Headroom.

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60–95% fewer tokens in your agent loops, same answers. Meet Headroom.

#ai #llm #agents #api

2 min read

Your AI Gateway needs guardrails — here's how to add them with AWS Bedrock and Kong

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Your AI Gateway needs guardrails — here's how to add them with AWS Bedrock and Kong

#kubernetes #security #ai #devops

2 min read

94% of enterprises still can't make AI work at scale. Scale's new report explains why.

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94% of enterprises still can't make AI work at scale. Scale's new report explains why.

#ai #enterprise #machinelearning #data

2 min read

AI is shipping code faster than security was built to handle

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AI is shipping code faster than security was built to handle

#ai #security #devops #appsec

3 min read

AWS just made AI bot monetization a WAF setting

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AWS just made AI bot monetization a WAF setting

#aws #ai #api #cloud

2 min read

The US government just recalled an AI model - and a verbal jailbreak claim was enough

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The US government just recalled an AI model - and a verbal jailbreak claim was enough

#ai #anthropic #llm #government

3 min read

Vector Search Got You Started. Production AI Needs Tensors.

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Vector Search Got You Started. Production AI Needs Tensors.

#ai #machinelearning #architecture #llm

2 min read

Why the "AI replaces engineers" narrative keeps failing the data test

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Why the "AI replaces engineers" narrative keeps failing the data test

#discuss #ai #programming #machinelearning

3 min read

52,000 packages passed every security check. Chainguard blocked them anyway.

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52,000 packages passed every security check. Chainguard blocked them anyway.

#security #npm #ai #devops

3 min read

Xiaomi's MiMo Code gets better as tasks get harder. Here's how.

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Xiaomi's MiMo Code gets better as tasks get harder. Here's how.

#ai #llm #devops #machinelearning

3 min read

Proxy OpenAI Through Kong AI Gateway on Kubernetes

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Proxy OpenAI Through Kong AI Gateway on Kubernetes

#kubernetes #kong #ai #devops

2 min read

Claude Fable 5 is out: Anthropic's Mythos-class model, minus the wall

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Claude Fable 5 is out: Anthropic's Mythos-class model, minus the wall

#ai #anthropic #llm #api

2 min read

Microsoft's npm Packages Got Backdoored. Again. And AI Agents Pulled the Trigger.

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Microsoft's npm Packages Got Backdoored. Again. And AI Agents Pulled the Trigger.

#security #devops #npm #kubernetes

2 min read

Gemma 4 12B: Google's encoder-free multimodal AI now runs on a laptop

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Gemma 4 12B: Google's encoder-free multimodal AI now runs on a laptop

#ai #llm #machinelearning #developer

2 min read

JetBrains just open-sourced the missing piece of self-hosted AI pipelines

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JetBrains just open-sourced the missing piece of self-hosted AI pipelines

#ai #llm #programming #opensource

3 min read

Enterprise AI doesn't need a better model. It needs smarter agent logic.

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Enterprise AI doesn't need a better model. It needs smarter agent logic.

#ai #agents #llm #machinelearning

2 min read

Your DIY platform is automation debt with a better outfit

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Your DIY platform is automation debt with a better outfit

#devops #kubernetes #cloudnative #platform

3 min read

Your MCP servers can read your SSH keys. Anthropic just fixed that.

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Your MCP servers can read your SSH keys. Anthropic just fixed that.

#ai #security #api #developer

3 min read

Replit agents just got a financial identity — and Visa backed it

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Replit agents just got a financial identity — and Visa backed it

#ai #api #webdev #programming

3 min read

"The AI did it" won't save you when EU regulators come knocking

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"The AI did it" won't save you when EU regulators come knocking

#security #webdev #devops #cloud

3 min read

Mistral acquired an AI physics lab. Here's what they're building.

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Mistral acquired an AI physics lab. Here's what they're building.

#ai #machinelearning #engineering #llm

2 min read

AI Security Tools Are Drowning Open Source Maintainers — curl Is the Canary

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AI Security Tools Are Drowning Open Source Maintainers — curl Is the Canary

#ai #security #opensource #devtools

3 min read

Stack Overflow is back to 2008 traffic. The programming book is next.

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Stack Overflow is back to 2008 traffic. The programming book is next.

#discuss #ai #programming #career

3 min read

The case for using AI to write better code more slowly

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The case for using AI to write better code more slowly

#ai #programming #codereview #llm

2 min read

NVIDIA's Nemotron Diffusion: One Model, Three Generation Modes, 6 Faster

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NVIDIA's Nemotron Diffusion: One Model, Three Generation Modes, 6 Faster

#ai #machinelearning #llm #nvidia

3 min read

OpenTelemetry Is Now a CNCF Graduate — and It's Coming for Your AI Stack

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OpenTelemetry Is Now a CNCF Graduate — and It's Coming for Your AI Stack

#opentelemetry #observability #devops #ai

3 min read

Anthropic's MCP tunnels and self-hosted sandboxes: keeping agents inside your perimeter

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Anthropic's MCP tunnels and self-hosted sandboxes: keeping agents inside your perimeter

#ai #anthropic #api #devops

3 min read

Anthropic Acquires Stainless: The SDK Layer Is Now Part of the Platform

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Anthropic Acquires Stainless: The SDK Layer Is Now Part of the Platform

#anthropic #ai #api #llm

2 min read

GitHub enters the terminal agent wars with Copilot CLI

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GitHub enters the terminal agent wars with Copilot CLI

#ai #github #developer #devtools

2 min read

AI's energy problem has a software fix. Most teams aren't using it.

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AI's energy problem has a software fix. Most teams aren't using it.

#ai #infrastructure #devops #cloud

2 min read

Anthropic packaged Claude for small business — and it runs inside the tools they already use

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Anthropic packaged Claude for small business — and it runs inside the tools they already use

#ai #anthropic #llm #productivity

2 min read

Your AI agent is the new attack vector. It just wants to help.

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Your AI agent is the new attack vector. It just wants to help.

#ai #security #llm #agenticai

3 min read

Your agent doesn't remember anything. Persistence isn't memory.

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Your agent doesn't remember anything. Persistence isn't memory.

#ai #database #agents #webdev

3 min read

Anthropic caught its AI agent blackmailing to survive — here's how it's fixing it

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Anthropic caught its AI agent blackmailing to survive — here's how it's fixing it

#ai #security #anthropic #llm

3 min read

Your text file is the prompt now: LLM's shebang trick

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Your text file is the prompt now: LLM's shebang trick

#ai #llm #cli #developer

3 min read

Culture beats tooling: five patterns from enterprises actually scaling AI

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Culture beats tooling: five patterns from enterprises actually scaling AI

#ai #llm #openai #machinelearning

2 min read

Enterprise AI Agents Are Everywhere. The Hard Part Is Trusting Them.

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Enterprise AI Agents Are Everywhere. The Hard Part Is Trusting Them.

#ai #machinelearning #devops #llm

3 min read

Anthropic plugs into SpaceX's 220,000-GPU Colossus — and doubles Claude's rate limits

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Anthropic plugs into SpaceX's 220,000-GPU Colossus — and doubles Claude's rate limits

#ai #anthropic #llm #api

3 min read

Atlassian opened its 150-billion-object data graph to any MCP agent

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Atlassian opened its 150-billion-object data graph to any MCP agent

#ai #api #devops #agentops

3 min read

12 million tokens, linear cost: Subquadratic's bet against the attention tax

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12 million tokens, linear cost: Subquadratic's bet against the attention tax

#ai #llm #api #machinelearning

3 min read

Full agentic coding corrodes the very skills it needs to work

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Full agentic coding corrodes the very skills it needs to work

#discuss #ai #programming #productivity

2 min read

OpenSearch isn't trying to be a better Elasticsearch anymore

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OpenSearch isn't trying to be a better Elasticsearch anymore

#ai #opensearch #search #devops

3 min read

Kubernetes is the AI operating system. The data now confirms it.

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Kubernetes is the AI operating system. The data now confirms it.

#kubernetes #ai #devops #cloudnative

3 min read

AI sandboxing just proved what Kubernetes security has been missing

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AI sandboxing just proved what Kubernetes security has been missing

#kubernetes #ai #devops #cloudnative

2 min read

Can your AI model smell bullsh1t? BullshitBench has the receipts.

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Can your AI model smell bullsh1t? BullshitBench has the receipts.

#discuss #ai #llm #machinelearning

3 min read

Who Owns the Code Claude Wrote? The Legal Mess No One's Talking About

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Who Owns the Code Claude Wrote? The Legal Mess No One's Talking About

#discuss #ai #llm #programming

3 min read

GitHub Copilot drops flat-rate billing. The token era has arrived.

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GitHub Copilot drops flat-rate billing. The token era has arrived.

#ai #github #devops #developer

2 min read

The five loops between AI coding and AI engineering

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The five loops between AI coding and AI engineering

#ai #kubernetes #devops #cloudnative

2 min read

AI agents are opaque. Jaeger v2 + OTel GenAI conventions are the fix.

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AI agents are opaque. Jaeger v2 + OTel GenAI conventions are the fix.

#ai #observability #opentelemetry #devops

3 min read

GPT-5.5 is in the API. Don't just bump the version string.

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GPT-5.5 is in the API. Don't just bump the version string.

#ai #openai #api #llm

2 min read

Harness bugs, not model bugs

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Harness bugs, not model bugs

#ai #claude #anthropic #postmortem

2 min read

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