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How to stop an LLM from inventing numbers: evidence containment and numeral tracing

How to stop an LLM from inventing numbers: evidence containment and numeral tracing

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3 min read
How I got my first pull request merged into LiteLLM

How I got my first pull request merged into LiteLLM

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2 min read
How to build a secure MCP server with OAuth 2.1: lessons from a CRM connector

How to build a secure MCP server with OAuth 2.1: lessons from a CRM connector

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4 min read
Why LLM cost dashboards lie when two deployments share a model name

Why LLM cost dashboards lie when two deployments share a model name

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3 min read
What's inside a GPU? Cores, streaming multiprocessors and the memory problem

What's inside a GPU? Cores, streaming multiprocessors and the memory problem

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3 min read
Your AI agent thinks its tasks were deleted: how to write tool errors for LLM agents

Your AI agent thinks its tasks were deleted: how to write tool errors for LLM agents

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3 min read
MCP Client Implementation Guide: Transport, Tools, and Errors

MCP Client Implementation Guide: Transport, Tools, and Errors

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10 min read
Phone-Use AI Agents: Mika vs ESP32 iPhone Agent

Phone-Use AI Agents: Mika vs ESP32 iPhone Agent

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13 min read
Surviving the Model Treadmill: Building AI That Outlives the Model It Launched On

Surviving the Model Treadmill: Building AI That Outlives the Model It Launched On

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7 min read
From Prop Drilling to MCP: How the Model Context Protocol Is Changing Frontend Data Architecture

From Prop Drilling to MCP: How the Model Context Protocol Is Changing Frontend Data Architecture

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6 min read
How Forward-Deployed Engineering Is Rewriting Enterprise AI Delivery

How Forward-Deployed Engineering Is Rewriting Enterprise AI Delivery

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7 min read
AI Agent Regression Testing: Production Traces to CI

AI Agent Regression Testing: Production Traces to CI

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12 min read
19% slower, and sure they were 20% faster Why I wrote a book about building software with AI agents

19% slower, and sure they were 20% faster Why I wrote a book about building software with AI agents

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9 min read
Your $200K FDE Quarter Ends. Nobody Is Budgeted to Own the Agent in Quarter Two.

Your $200K FDE Quarter Ends. Nobody Is Budgeted to Own the Agent in Quarter Two.

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6 min read
The Lint Ran Every Week. The Dead-Link Count Never Went Down.

The Lint Ran Every Week. The Dead-Link Count Never Went Down.

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5 min read
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