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Why Every IT Engineer Should Build AI Agents in 2026 (Not Just Watch the Hype)

Why Every IT Engineer Should Build AI Agents in 2026 (Not Just Watch the Hype)

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2 min read
How We Replaced Gut Feeling with Data: A Production Evaluation Framework for LLM Systems (Text2SQL Case Study)

How We Replaced Gut Feeling with Data: A Production Evaluation Framework for LLM Systems (Text2SQL Case Study)

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9 min read
Making LLM Training Faster with Unsloth and NVIDIA!

Making LLM Training Faster with Unsloth and NVIDIA!

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10 min read
Why I built Ajah after Helicone went into maintenance mode

Why I built Ajah after Helicone went into maintenance mode

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1 min read
Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers

Stop Sequential Tooling: Mastering Claude 5 Stream-Ahead Intent with Java 26 Stream Gatherers

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2 min read
Does Bad Memory Make AI More Cautious? We Ran the Experiment

Does Bad Memory Make AI More Cautious? We Ran the Experiment

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9 min read
System Architecture

System Architecture

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8 min read
5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

5 walls I hit shipping an AI reading app from West Africa (and what I'd tell past-me)

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5 min read
LLM Study Diary #3: PyTorch

LLM Study Diary #3: PyTorch

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2 min read
I built a Rust LLM inference engine with custom WGSL GPU kernels, here's what I learned!

I built a Rust LLM inference engine with custom WGSL GPU kernels, here's what I learned!

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1 min read
Claude Code is not a recursive agent. I read the source and checked.

Turn budgets based on iterative loop passes

Claude Code is not a recursive agent. I read the source and checked.

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7 min read
Three LLM Observability Audits in Five Days: Each Fix Exposed the Next Bug

Three LLM Observability Audits in Five Days: Each Fix Exposed the Next Bug

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6 min read
I tried to make an AI agent answer more. It answered less.

I tried to make an AI agent answer more. It answered less.

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5 min read
Why DeepSeek V3.2 Tool Calls Can Drift from Ordered System Instructions

Why DeepSeek V3.2 Tool Calls Can Drift from Ordered System Instructions

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4 min read
When You Swap Your AI Agent's Brain — Everything Breaks

When You Swap Your AI Agent's Brain — Everything Breaks

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6 min read
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