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Why 90% of AI Automations Break in Production (Lessons From Building a Real AI Workflow)

Why 90% of AI Automations Break in Production (Lessons From Building a Real AI Workflow)

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4 min read
The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks

The Red Line Principle: objective stop signals outperform LLM self-judgment in verifiable tasks

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13 min read
We Built Email for AI Agents

We Built Email for AI Agents

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5 min read
Gateway Talents in Solon AI: OpenAPI, Tool, and MCP Surfaces That Scale Without Context Blow-Up

Gateway Talents in Solon AI: OpenAPI, Tool, and MCP Surfaces That Scale Without Context Blow-Up

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6 min read
Your Website’s New Audience: AI Agents

Your Website’s New Audience: AI Agents

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3 min read
Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found

Agent Series (21): Harness Testing — 45 Tests, How They're Designed, and What Bugs They Found

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6 min read
Stop Judging Every Run: Eval Sampling Is a Budget Decision, Not a Coverage One

Stop Judging Every Run: Eval Sampling Is a Budget Decision, Not a Coverage One

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5 min read
How I use Perplexity as an intelligence layer without giving it control

How I use Perplexity as an intelligence layer without giving it control

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3 min read
We ran Composer 2.5 and 2.5 Fast across 11 skills. Surprisingly, Fast won.

We ran Composer 2.5 and 2.5 Fast across 11 skills. Surprisingly, Fast won.

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4 min read
AI Workflows vs AI Agent Coordination: Why You Need Both

AI Workflows vs AI Agent Coordination: Why You Need Both

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2 min read
I'm trying to teach my agents what "now" means. Here's how far I've gotten.

I'm trying to teach my agents what "now" means. Here's how far I've gotten.

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4 min read
Drafts as a Human Approval Gate for Agent Email

Drafts as a Human Approval Gate for Agent Email

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5 min read
MCP and Email: Wiring an Agent Account Into Your AI Stack

MCP and Email: Wiring an Agent Account Into Your AI Stack

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5 min read
Why AI Agents Need More Than a Prompt-and-Response Loop

Why AI Agents Need More Than a Prompt-and-Response Loop

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3 min read
df Said My Sandbox Had No Disk Left. It Wasn't Wrong, It Just Wasn't Answering the Question I Asked

df Said My Sandbox Had No Disk Left. It Wasn't Wrong, It Just Wasn't Answering the Question I Asked

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4 min read
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