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euk ela

I'm learning software development by building real products. My current focus is backend development, AI-powered apps, APIs, and practical engineering workflows.

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Before Sending Logs to an LLM, Reduce the Noise Into a Question

Before Sending Logs to an LLM, Reduce the Noise Into a Question

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2 min read

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AI Learning Tools Should Preserve the Work, Not Just Generate the Answer

AI Learning Tools Should Preserve the Work, Not Just Generate the Answer

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2 min read
An Agent Control Loop Is More Useful When You Can Explain Every Turn

An Agent Control Loop Is More Useful When You Can Explain Every Turn

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1 min read
AI Memory Is a Data-Retention System, Not a Longer Prompt

AI Memory Is a Data-Retention System, Not a Longer Prompt

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3 min read
Generative UI Needs a Component Contract Before It Needs a Better Demo

Generative UI Needs a Component Contract Before It Needs a Better Demo

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3 min read
AI Agents Need Request Boundaries, Not Just Hidden API Keys

AI Agents Need Request Boundaries, Not Just Hidden API Keys

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2 min read
An AI-Built App Is Not a Requirement Met: Reading QuantumByte's Read-Only Harness

An AI-Built App Is Not a Requirement Met: Reading QuantumByte's Read-Only Harness

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3 min read
An Agent Harness Is Not a Security Boundary: Reading AgentSmith as a Workflow Layer

An Agent Harness Is Not a Security Boundary: Reading AgentSmith as a Workflow Layer

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2 min read
Save agent context without hiding failures: a look at lowfat

Save agent context without hiding failures: a look at lowfat

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1 min read
Multi-agent handoffs need receipts, not just more context

Multi-agent handoffs need receipts, not just more context

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1 min read
LLM Serving Has Three Bills: Prefill, Decode, and KV Cache

LLM Serving Has Three Bills: Prefill, Decode, and KV Cache

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1 min read
A Disposable VM Is Not a Security Conclusion for Coding Agents

A Disposable VM Is Not a Security Conclusion for Coding Agents

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1 min read
An Agentic IDE Needs an Authorization Model, Not a Longer Safety Prompt

An Agentic IDE Needs an Authorization Model, Not a Longer Safety Prompt

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1 min read
An AI Research Workbench Is Not a Sandbox

An AI Research Workbench Is Not a Sandbox

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1 min read
Do Not Add an LLM Router Until You Can Defend Each Downgrade

Do Not Add an LLM Router Until You Can Defend Each Downgrade

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2 min read
Microsoft Flint Turns Agent-Made Charts Into a Compiler Problem

Microsoft Flint Turns Agent-Made Charts Into a Compiler Problem

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2 min read
OpenConnector: SaaS access for agents needs a runtime boundary, not more raw tokens

OpenConnector: SaaS access for agents needs a runtime boundary, not more raw tokens

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1 min read
OpenConnector: SaaS access for agents needs a runtime boundary, not more raw tokens

OpenConnector: SaaS access for agents needs a runtime boundary, not more raw tokens

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1 min read
Lathe turns LLM answers into traceable learning artifacts

Lathe turns LLM answers into traceable learning artifacts

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1 min read
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