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What LLM Cost Calculators Get Wrong

What LLM Cost Calculators Get Wrong

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8 min read
12 Agentic Harness Patterns

12 Agentic Harness Patterns

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6 min read
When your benchmark is wrong and your model is right

When your benchmark is wrong and your model is right

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7 min read
Authenticating to Azure OpenAI With Managed Identity

Authenticating to Azure OpenAI With Managed Identity

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5 min read
Why Arabizi Confuses AI Models

Why Arabizi Confuses AI Models

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5 min read
Why Semantics Matter for LLMs and AI Agents

Why Semantics Matter for LLMs and AI Agents

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5 min read
Fixing "TooManyRequests" From Azure OpenAI Under Load

Fixing "TooManyRequests" From Azure OpenAI Under Load

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6 min read
Deploying DeepSeek V3 (LLM) Using SGLang

Deploying DeepSeek V3 (LLM) Using SGLang

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2 min read
What Changes in an Agent's Planning Behaviour After a Model Migration

What Changes in an Agent's Planning Behaviour After a Model Migration

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5 min read
Zod Schemas as Output Contracts

Zod Schemas as Output Contracts

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7 min read
Batch LLM Jobs vs Realtime APIs — Bulk Summarization Cost Attribution

Batch LLM Jobs vs Realtime APIs — Bulk Summarization Cost Attribution

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6 min read
The reward signal is the bottleneck, not the model

The reward signal is the bottleneck, not the model

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3 min read
Compaction turns your agent's decisions into folklore — here's the fix

Compaction turns your agent's decisions into folklore — here's the fix

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2 min read
Run forty experiments against one eval set and you will find an improvement that is not there

Run forty experiments against one eval set and you will find an improvement that is not there

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4 min read
Circuits: Reverse-Engineering One Behaviour End to End

Circuits: Reverse-Engineering One Behaviour End to End

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6 min read
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