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Browsers shipped a security model for humans. Agents are asking us to keep using it.

Arthur2d ago • 12 min read

Browsers shipped a security model for humans. Agents are asking us to keep using it.

The browser security model is one of the most carefully thought-through pieces of software engineeri...

#browsers#aiagents#security#mcp

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How To Measure If AI Agents Actually Improve Developer Productivity

Nazar Boyko3d ago • 10 min read

How To Measure If AI Agents Actually Improve Developer Productivity

In 2025, a research nonprofit called METR ran a careful experiment. They took 16 experienced...

#developerproductivity#aiagents#dorametrics#spaceframework

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MCP After Year One — Six Design Lessons the Industry Is Still Learning

Arthur1d ago • 8 min read

MCP After Year One — Six Design Lessons the Industry Is Still Learning

Anthropic announced the Model Context Protocol in November 2024. A year and a half later it is the c...

#mcp#aiagents#anthropic#llm

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Congrats to the Hermes Agent Challenge Winners!

Saad Eqbal5d ago • 5 min read

Congrats to the Hermes Agent Challenge Winners!

Congrats to the Hermes Agent Challenge Winners! The bar for what a solo developer can...

#aiagents#hermesagentchallenge#agentreliability#competitionresults

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60% of My $312 Anthropic Bill Came From One Missing Pattern: Compensating Actions

강해수1d ago • 2 min read

60% of My $312 Anthropic Bill Came From One Missing Pattern: Compensating Actions

멀티스텝 에이전트가 중간에 깨졌을 때 되돌릴 수 없는 사이드이펙트를 남기지 않으려면 compensating action을 어떻게 설계해야 하는가. 실패 사례와 비용 기록.

#ai#aiagents#mcp#cloudflare

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LLM Security on Kubernetes: Why Standard K8s Security Controls Are Not Enough for AI Agents

The Cyber Sidekick6d ago • 4 min read

LLM Security on Kubernetes: Why Standard K8s Security Controls Are Not Enough for AI Agents

Kubernetes RBAC and NetworkPolicies aren't enough for LLM security. Discover novel AI attack vectors...

#kubernetes#llmsecurity#aiagents#promptinjection

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A voice agent is not a chatbot with a phone number

Arthur6d ago • 9 min read

A voice agent is not a chatbot with a phone number

The cleanest illustration of why this matters comes from a small, ordinary failure on a small, ordin...

#voiceai#aiagents#llm#latency

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One URL, two readers: serving HTML to people and Markdown to agents

Russell Jones2d ago • 3 min read

One URL, two readers: serving HTML to people and Markdown to agents

How Waaseyaa serves the same content as a web page for people and clean Markdown for AI agents from ...

#waaseyaa#contentnegotiation#aiagents#php

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Arthur20h ago • 9 min read

Why Prompt Injection Won't Be "Fixed"

The scenario starts the same way every time. You ask an AI assistant to read your inbox and summariz...

#aiagents#security#llm#promptinjection

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A year of AI-agent incidents. The model is rarely the bug.

Arthur5d ago • 10 min read

A year of AI-agent incidents. The model is rarely the bug.

I want to walk through the public AI-agent incidents from the last sixteen months in chronological o...

#aiagents#incidents#postmortem#llm

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60% of My $312 Anthropic Bill Came From One Silent Loop — Here's How I Found It

강해수3d ago • 2 min read

60% of My $312 Anthropic Bill Came From One Silent Loop — Here's How I Found It

Claude Code + Cloudflare Workers 12개를 production에서 굴리는 1인 SaaS 운영자가 실제 비용 청구서와 에러 로그를 근거로 정리한 에이전트 디...

#ai#aiagents#mcp#cloudflare

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Your AGENTS.md is valid. Your agent still breaks the rules.

Jeroen NouwsJun 18, 2026 • 6 min read

Your AGENTS.md is valid. Your agent still breaks the rules.

A valid AGENTS.md is not a compliant agent. A real muster run: a live model breaks a rule the file g...

#ai#opensource#llm#aiagents

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Building a Human AI Agent Workspace: Flutter + Node.js Blueprint

Umair Bilal3d ago • 9 min read

Building a Human AI Agent Workspace: Flutter + Node.js Blueprint

Building a human ai agent workspace with Flutter and Node.js for real-time task negotiation. How to ...

#aiagents#flutter#node#collaboration

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Cutting Claude API Costs in Half with a 3-Tier Routing System (Haiku/Sonnet/Opus)

강해수1d ago • 2 min read

Cutting Claude API Costs in Half with a 3-Tier Routing System (Haiku/Sonnet/Opus)

Claude 에이전트를 6개월 굴리며 깨달은 모델 라우팅 실전기. Haiku·Sonnet·Opus를 작업 복잡도로 자동 분기해 월 비용을 절반 가까이 줄인 구체적 방법과 실패담.

#ai#aiagents#mcp#cloudflare

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Why AI Agents Forget, And How to Build Memory That Actually Works in Production

Abdul Rehman1d ago • 5 min read

Why AI Agents Forget, And How to Build Memory That Actually Works in Production

A senior AI engineer explains why agent memory fails at scale and how to fix it with proven producti...

#aiagents#llm#production#memory

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Context Architecture: the day I realized the whole repo is the context

Sergio Azócar6d ago • 6 min read

Context Architecture: the day I realized the whole repo is the context

Your repo is already your agents' context, whether you designed it on purpose or not That...

#architecture#aiagents#contextarchitecture

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Stop Using AI Like Autocomplete: A Developer's Guide to Multi-Agent Workflows

Harshdeep Singh1d ago • 21 min read

Stop Using AI Like Autocomplete: A Developer's Guide to Multi-Agent Workflows

Most developers still use AI like autocomplete. Here's how a multi-agent workflow and the explore-pl...

#aiagents#claudecode#developerproductivity#multiagentworkflows

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I let Claude Code run --dangerously-skip-permissions on my production DB. Here's what I changed.

강해수6d ago • 2 min read

I let Claude Code run --dangerously-skip-permissions on my production DB. Here's what I changed.

Claude Code에 과도한 권한을 줬다가 production D1 데이터를 날릴 뻔한 실제 사고 경위, 디버깅 과정, 그리고 least-privilege 세팅으로 안착하기까지의...

#ai#aiagents#mcp#cloudflare

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Context Architecture: el día que entendí que el repo entero es el contexto

Sergio Azócar6d ago • 7 min read

Context Architecture: el día que entendí que el repo entero es el contexto

Tu repo ya es el contexto de tus agentes, lo hayas diseñado a propósito o no Esa frase me...

#architecture#aiagents#contextarchitecture

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Bedrock Managed Knowledge Base: Anatomy of a Managed RAG Pipeline

Fernando Azevedo1d ago • 10 min read

Bedrock Managed Knowledge Base: Anatomy of a Managed RAG Pipeline

Deep technical analysis of Amazon Bedrock Managed Knowledge Base: how it works internally, real fail...

#aiagents#bedrock#rag#knowledgebase

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AI Agents in Production: Error Handling, Fallbacks, and Cost Control

Abdul Rehman6d ago • 5 min read

AI Agents in Production: Error Handling, Fallbacks, and Cost Control

A senior engineer's guide to building reliable AI agent systems with retry logic, fallback chains, a...

#aiagents#llm#production#errors

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Steve McDougall1d ago • 8 min read

A Proper Look at Tabstack

I have spent a fair bit of time recently with Tabstack, including building a CLI around its API, and...

#tabstack#aiagents#webautomation#api

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One identity, two clouds: an AWS-hosted agent that authorizes with Microsoft Entra Agent ID

Anton Staykov2d ago • 7 min read

One identity, two clouds: an AWS-hosted agent that authorizes with Microsoft Entra Agent ID

There is a quiet assumption baked into most identity conversations, and it usually goes unstated...

#entraagentid#aws#bedrockagentcore#aiagents

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Document Automation with Bedrock: A Modernization Journey

Fernando Azevedo1d ago • 12 min read

Document Automation with Bedrock: A Modernization Journey

How to migrate legacy document processing pipelines to Bedrock Data Automation with human-in-the-loo...

#aiagents#bedrock#documentai#humanintheloop

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Tech Articles

Browsers shipped a security model for humans. Agents are asking us to keep using it.

How To Measure If AI Agents Actually Improve Developer Productivity

MCP After Year One — Six Design Lessons the Industry Is Still Learning

Congrats to the Hermes Agent Challenge Winners!

60% of My $312 Anthropic Bill Came From One Missing Pattern: Compensating Actions

LLM Security on Kubernetes: Why Standard K8s Security Controls Are Not Enough for AI Agents

A voice agent is not a chatbot with a phone number

One URL, two readers: serving HTML to people and Markdown to agents

Why Prompt Injection Won't Be "Fixed"

A year of AI-agent incidents. The model is rarely the bug.

60% of My $312 Anthropic Bill Came From One Silent Loop — Here's How I Found It

Your AGENTS.md is valid. Your agent still breaks the rules.

Building a Human AI Agent Workspace: Flutter + Node.js Blueprint

Cutting Claude API Costs in Half with a 3-Tier Routing System (Haiku/Sonnet/Opus)

Why AI Agents Forget, And How to Build Memory That Actually Works in Production

Context Architecture: the day I realized the whole repo is the context

Stop Using AI Like Autocomplete: A Developer's Guide to Multi-Agent Workflows

I let Claude Code run --dangerously-skip-permissions on my production DB. Here's what I changed.

Context Architecture: el día que entendí que el repo entero es el contexto

Bedrock Managed Knowledge Base: Anatomy of a Managed RAG Pipeline

AI Agents in Production: Error Handling, Fallbacks, and Cost Control

A Proper Look at Tabstack

One identity, two clouds: an AWS-hosted agent that authorizes with Microsoft Entra Agent ID

Document Automation with Bedrock: A Modernization Journey