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SwarmLens Cognitive Index

SwarmLens Cognitive Index

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6 min read
How the itrstats tax assistant works: one query, every layer

How the itrstats tax assistant works: one query, every layer

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10 min read
n8n vs. Make.com vs. Custom Python Agents: Which Fits Your Automation Maturity Level?

n8n vs. Make.com vs. Custom Python Agents: Which Fits Your Automation Maturity Level?

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7 min read
KIMI + Agnes: A Real-World Test of Cross-Provider Agent Chain Correctover

KIMI + Agnes: A Real-World Test of Cross-Provider Agent Chain Correctover

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3 min read
Nearly 1 Million Agents Got the Same Score — So We Rewrote the Engine

Nearly 1 Million Agents Got the Same Score — So We Rewrote the Engine

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3 min read
AutoGen in 2026 The Complete Guide to Building Multi-Agent AI Systems Microsoft Research • Open Source • Agentic AI Framework

AutoGen in 2026 The Complete Guide to Building Multi-Agent AI Systems Microsoft Research • Open Source • Agentic AI Framework

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7 min read
Every agent passport layer is grading its own exam

Every agent passport layer is grading its own exam

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4 min read
The hard part of agent memory isn't remembering — it's forgetting

The hard part of agent memory isn't remembering — it's forgetting

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4 min read
Here is how I use Agency-OS to interact with my agents on the next level

Here is how I use Agency-OS to interact with my agents on the next level

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1 min read
From Prompt Engineering to Production: Why Multi-Agent AI is the Skill Gap You Didn't Know You Had

From Prompt Engineering to Production: Why Multi-Agent AI is the Skill Gap You Didn't Know You Had

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3 min read
The Gate Fired 198 Times. I Called It "Working."

The Gate Fired 198 Times. I Called It "Working."

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8 min read
Gotta Earn 'Em All: The Gym Badges of Agentic Engineering (Part 1)

Mastering safe failure before scaling tools

Gotta Earn 'Em All: The Gym Badges of Agentic Engineering (Part 1)

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5 min read
We Invented an Oil Company (On Purpose)

We Invented an Oil Company (On Purpose)

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3 min read
I opened my first PR to LiveKit's agents repo — here's the bug I found

I opened my first PR to LiveKit's agents repo — here's the bug I found

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2 min read
I Caught My AI Agent Hallucinating Revenue (And Built an Observability Layer to Stop It)

I Caught My AI Agent Hallucinating Revenue (And Built an Observability Layer to Stop It)

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4 min read
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