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Anthropic preps $965B IPO as agent infrastructure expands to microVMs

Anthropic preps $965B IPO as agent infrastructure expands to microVMs

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9 min read
I Analyzed 4,788 AI Coding Sessions — Here's Where Your Tokens Actually Go

I Analyzed 4,788 AI Coding Sessions — Here's Where Your Tokens Actually Go

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2 min read
You're Not Paying for Compute. You're Paying for Memory Bandwidth

You're Not Paying for Compute. You're Paying for Memory Bandwidth

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4 min read
MCP rug-pulls: how a "safe" AI tool turns malicious after you approve it

MCP rug-pulls: how a "safe" AI tool turns malicious after you approve it

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3 min read
Faster PRs, Weaker Instincts: The Judgment Problem in AI-Assisted Engineering

Metrics mask silent logic gaps

Faster PRs, Weaker Instincts: The Judgment Problem in AI-Assisted Engineering

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4 min read
Beyond The Single-Agent Ceiling: Scale Out With MCP Agent Teams

Beyond The Single-Agent Ceiling: Scale Out With MCP Agent Teams

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17 min read
What Anthropic’s J-lens teaches us about debugging large language models

What Anthropic’s J-lens teaches us about debugging large language models

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5 min read
The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow

The LLM Waterfall Pattern: Never Let a Rate Limit Kill Your Workflow

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5 min read
Stop Treating LLM Prompts Like Magic Spells

Stop Treating LLM Prompts Like Magic Spells

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3 min read
A package.lock for the prompts hiding in your codebase

A package.lock for the prompts hiding in your codebase

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5 min read
Yes-Brainer — A council of LLMs that debate in the browser

Yes-Brainer — A council of LLMs that debate in the browser

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9 min read
Unlocking Atomic AI: How SKILL.md and the 5,776-Module Skill Registry are Engineering the Future of Developer Workflows

Unlocking Atomic AI: How SKILL.md and the 5,776-Module Skill Registry are Engineering the Future of Developer Workflows

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4 min read
# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems

# Semantic Caching in Enterprise RAG: Production Architectures for Faster, Lower-Cost LLM Systems

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12 min read
AI Agents Need Runtime State Checks, Not Just Better Prompts

AI Agents Need Runtime State Checks, Not Just Better Prompts

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4 min read
I measured the RAG technique menu on 46,000 chunks. Four things mattered.

I measured the RAG technique menu on 46,000 chunks. Four things mattered.

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11 min read
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