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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.

We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.

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5 min read
The Bug Class AI Coding Agents Keep Introducing (and How We Started Catching It in CI)

The Bug Class AI Coding Agents Keep Introducing (and How We Started Catching It in CI)

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2 min read
The Agent Failed. The Promise Did Not: Building Verifiable Agent Succession

The Agent Failed. The Promise Did Not: Building Verifiable Agent Succession

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4 min read
The Incident Packet: What the OpenAI-Hugging Face Post-Mortem Teaches Agent Operators

The Incident Packet: What the OpenAI-Hugging Face Post-Mortem Teaches Agent Operators

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6 min read
Your Agent Planned the Right Tools. It Still Crashed the Machine.

Your Agent Planned the Right Tools. It Still Crashed the Machine.

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6 min read
Why We Stopped Using LLM Agents to Control LLM Agents (Deterministic Multi-Agent FSM)

Why We Stopped Using LLM Agents to Control LLM Agents (Deterministic Multi-Agent FSM)

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3 min read
Evidence-Gated Agency: building an agent that can't be optimistic

Evidence-Gated Agency: building an agent that can't be optimistic

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7 min read
Nobody Hacked It. The Lookup Tool Just Took a Phone Number.

Nobody Hacked It. The Lookup Tool Just Took a Phone Number.

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6 min read
Running Claude Code in 4 Parallel Sessions Led to 'Team Development' — 7 Recipes to Prevent Collisions

Running Claude Code in 4 Parallel Sessions Led to 'Team Development' — 7 Recipes to Prevent Collisions

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5 min read
AI Is Transforming Software Development Workflows

AI Is Transforming Software Development Workflows

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6 min read
Building SARA: A Sovereign Multi-Agent AI System on Google Cloud to Eliminate Extortion and Break Judicial Impunity

Building SARA: A Sovereign Multi-Agent AI System on Google Cloud to Eliminate Extortion and Break Judicial Impunity

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3 min read
AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract

AgentCore Evaluations: How AWS Built a Framework-Agnostic Eval Layer Using OpenTelemetry as the Contract

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6 min read
How to Evaluate Voice Agents with LangSmith | Focused

How to Evaluate Voice Agents with LangSmith | Focused

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7 min read
I Built a CLI Tool That Checks Any Domain for Machine-Readable Infrastructure. Here's the Code.

I Built a CLI Tool That Checks Any Domain for Machine-Readable Infrastructure. Here's the Code.

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6 min read
Deploying DeepSeek R1 Reasoning LLM Using SGLang

Deploying DeepSeek R1 Reasoning LLM Using SGLang

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2 min read
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