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What we learned designing an AI Tutor for language learners

What we learned designing an AI Tutor for language learners

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4 min read
Lesson 4b - Validation: Testing the gate itself

Lesson 4b - Validation: Testing the gate itself

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4 min read
Will AI Replace Programmers? Notes From Someone Who Ships With It Every Day

Will AI Replace Programmers? Notes From Someone Who Ships With It Every Day

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4 min read
How to actually track your AI / LLM API spend before the bill surprises you

How to actually track your AI / LLM API spend before the bill surprises you

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5 min read
Your First AI API Payment Should Be a Test, Not a Wallet

Your First AI API Payment Should Be a Test, Not a Wallet

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2 min read
Stop Building Chatbots: Start Building Agentic Content Pipelines

Stop Building Chatbots: Start Building Agentic Content Pipelines

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3 min read
Opus + RAG vs Fine-tuned LLM + RAG: Two Approaches to Legal AI — LEX vs Harvey

Opus + RAG vs Fine-tuned LLM + RAG: Two Approaches to Legal AI — LEX vs Harvey

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10 min read
Deploying Dify – Open-Source LLM Application Development Platform

Deploying Dify – Open-Source LLM Application Development Platform

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3 min read
Synapse

Synapse

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4 min read
Asynchronous Telemetry Blindness in AI Streaming Clients: A PoC Where Text Renders, Billing Stays at Zero

Asynchronous Telemetry Blindness in AI Streaming Clients: A PoC Where Text Renders, Billing Stays at Zero

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7 min read
The Last Mile of Financial AI: From Usable to Trustworthy

The Last Mile of Financial AI: From Usable to Trustworthy

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1 min read
Making LLM security verdicts verifiable: the evidence gate pattern

Making LLM security verdicts verifiable: the evidence gate pattern

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2 min read
Designing MCP Tools for a 7B Model, Not a 70B One

Batching fix for small local models

Designing MCP Tools for a 7B Model, Not a 70B One

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5 min read
Dockerless Verifies Coding-Agent Patches Without Containers: Execution-Free Patch Verification

Dockerless Verifies Coding-Agent Patches Without Containers: Execution-Free Patch Verification

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6 min read
We Audited Our Claude Code Setup Against Anthropic's Own Context-Engineering Rules — Here's What We Found

We Audited Our Claude Code Setup Against Anthropic's Own Context-Engineering Rules — Here's What We Found

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8 min read
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