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Why System Design Matters More Than Ever in the Age of LLMs

Why System Design Matters More Than Ever in the Age of LLMs

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5 min read
The cheap model is only cheap for half your tasks

The cheap model is only cheap for half your tasks

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4 min read
Stop Prompting and Start Engineering: Treating LLMs as Unreliable Functions

Stop Prompting and Start Engineering: Treating LLMs as Unreliable Functions

Comments 1
3 min read
AI Agents in Your Portfolio: How to Showcase Agentic Development Skills

AI Agents in Your Portfolio: How to Showcase Agentic Development Skills

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3 min read
I Ran 4,200 Trials Testing LLM Agent Reliability. Here’s What Broke.

I Ran 4,200 Trials Testing LLM Agent Reliability. Here’s What Broke.

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3 min read
Small models where they win

Small models where they win

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2 min read
Testing Qwen3.8 Max on a Budget with OpenCode Go: 10 Tasks, ~10¢, Zero Failures

Testing Qwen3.8 Max on a Budget with OpenCode Go: 10 Tasks, ~10¢, Zero Failures

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4 min read
Evaluating LLMs: why 'it looks good' isn't a metric

Evaluating LLMs: why 'it looks good' isn't a metric

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3 min read
Build a Multi-Region Canary Trap for LLM Prompt Leaks

Build a Multi-Region Canary Trap for LLM Prompt Leaks

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4 min read
AI Agent Architecture Patterns That Actually Survive Production

AI Agent Architecture Patterns That Actually Survive Production

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12 min read
Chain-of-thought: making a model think before it answers

Chain-of-thought: making a model think before it answers

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3 min read
The context window: an LLM's working memory and its limits

The context window: an LLM's working memory and its limits

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3 min read
Temperature, top-p, and sampling: controlling LLM randomness

Temperature, top-p, and sampling: controlling LLM randomness

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3 min read
Prompt engineering that actually works (and what does not)

Prompt engineering that actually works (and what does not)

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3 min read
Stop Paying Full Price: Orchestrate Claude's 50% Off Batch API with Spring Batch and Virtual Threads

Stop Paying Full Price: Orchestrate Claude's 50% Off Batch API with Spring Batch and Virtual Threads

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2 min read
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