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Building a Recursive Skill Learner: The Technical Deep Dive into "The Legacy Hunter"

Building a Recursive Skill Learner: The Technical Deep Dive into "The Legacy Hunter"

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2 min read
Don’t “Execute” the LLM: Typed Actions + Verifiers for Safe Business Agents

Don’t “Execute” the LLM: Typed Actions + Verifiers for Safe Business Agents

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8 min read
API Tooling Didn’t Get Better. We Just Lowered Our Expectations

API Tooling Didn’t Get Better. We Just Lowered Our Expectations

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6 min read
I audited CrewAI's default patterns for token efficiency. Score: 43/100.

I audited CrewAI's default patterns for token efficiency. Score: 43/100.

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4 min read
Why Your AI Model Choice Matters Less Than Your System Design

Why Your AI Model Choice Matters Less Than Your System Design

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12 min read
Agents Behind Walls: Who Will Push Over the First Brick

Agents Behind Walls: Who Will Push Over the First Brick

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11 min read
Your Agent Can't Help You — And It's Not Because It's Dumb

Your Agent Can't Help You — And It's Not Because It's Dumb

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7 min read
Migrating from Ralph Orchestrator to duckflux

Migrating from Ralph Orchestrator to duckflux

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10 min read
Using GPT-4o-mini for Simple Tasks and GPT-4o for Complex Ones - Automatically

Using GPT-4o-mini for Simple Tasks and GPT-4o for Complex Ones - Automatically

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5 min read
HubSpot API Autopsy: What Breaks When Agents Try to Use It

HubSpot API Autopsy: What Breaks When Agents Try to Use It

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6 min read
Beyond the Prompt: Building AI Agents with Memory and Context

Beyond the Prompt: Building AI Agents with Memory and Context

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6 min read
learn-claude-code: 12 Sessions From a While Loop to Multi-Agent Teams, Zero Frameworks

learn-claude-code: 12 Sessions From a While Loop to Multi-Agent Teams, Zero Frameworks

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2 min read
Migrating from Claude Sub-agents to duckflux

Migrating from Claude Sub-agents to duckflux

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9 min read
Twilio API Autopsy: What Agent-Native Almost Looks Like

Twilio API Autopsy: What Agent-Native Almost Looks Like

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4 min read
MCP Security Checklist: 7 Things to Verify Before Deploying AI Agents

MCP Security Checklist: 7 Things to Verify Before Deploying AI Agents

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6 min read
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