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Your Red Team Found a Jailbreak. Now What?

Your Red Team Found a Jailbreak. Now What?

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4 min read
Why Your AI Agent Keeps Calling the Wrong Tool (and How to Fix It)

Why Your AI Agent Keeps Calling the Wrong Tool (and How to Fix It)

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2 min read
Why Your AI Agent Passed Every Test but Still Failed in Production — Lessons from the 2026 Agent Reliability Crisis

Why Your AI Agent Passed Every Test but Still Failed in Production — Lessons from the 2026 Agent Reliability Crisis

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7 min read
How do you test an AI agent that talks to real customers? Our eval setup for a production sales agent

How do you test an AI agent that talks to real customers? Our eval setup for a production sales agent

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3 min read
From an $11.1B trade flow to two GST-active supplier candidates: building a sourcing agent with Apify MCP

From an $11.1B trade flow to two GST-active supplier candidates: building a sourcing agent with Apify MCP

1
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8 min read
We stopped trying to replace the ERP. Our AI agents sit on top of it instead.

We stopped trying to replace the ERP. Our AI agents sit on top of it instead.

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4 min read
I Built an AI agent that is not allowed to decide anything

I Built an AI agent that is not allowed to decide anything

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2 min read
The MCP URL answered. The docs generator still wanted a snapshot.

The MCP URL answered. The docs generator still wanted a snapshot.

1
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5 min read
Your agent demo is rigged (mine was too), so I let the judges write the tests

Your agent demo is rigged (mine was too), so I let the judges write the tests

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4 min read
How I built Everbind: keeping project commitments alive across schedule revisions with Gemini and Google Cloud

How I built Everbind: keeping project commitments alive across schedule revisions with Gemini and Google Cloud

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3 min read
GLM-5.3 Costs ~1/40 of Claude Opus: What It Does to Your API Bill

GLM-5.3 Costs ~1/40 of Claude Opus: What It Does to Your API Bill

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5 min read
Building EventMocha: An Autonomous Multi-Agent Assistant with Google ADK, Gemini Live Voice, and Workspace Automation

Building EventMocha: An Autonomous Multi-Agent Assistant with Google ADK, Gemini Live Voice, and Workspace Automation

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4 min read
# In an agent fleet, doing nothing and working look identical

# In an agent fleet, doing nothing and working look identical

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6 min read
The AI Had an Authoritative Source. It Was Still Wrong.

The AI Had an Authoritative Source. It Was Still Wrong.

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7 min read
Agentic Localization, Low to no cost for tokens.

Agentic Localization, Low to no cost for tokens.

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4 min read
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