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Jula Markova

AI-focused copywriter and analyst exploring LLMs, AI agents, generative media, and content automation. Building bridges between classic IT thinking and modern AI workflows.

Location Bratislava, Slovakia Joined Joined on  Personal website https://www.bestaiweb.ai/

Work

AI content creator - AI texts, AI pictures, AI videos - AI content pipelines, freelancer.

LLM Evaluation for Software Engineers Without an ML Background: the 90+ Checks We Actually Run
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LLM Evaluation for Software Engineers Without an ML Background: the 90+ Checks We Actually Run

#ai #llm #testing #programming
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10 min read

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117 Ghost Errors: Anatomy of a Flaky AI Agent
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117 Ghost Errors: Anatomy of a Flaky AI Agent

#ai #llm #debugging #programming
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10 min read
Prompt Caching in LLMs, Measured on Our Own Bill
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Prompt Caching in LLMs, Measured on Our Own Bill

#ai #llm #programming #devops
5
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6 min read
Claude Sonnet 4.6 vs Sonnet 5: LLM Pricing Is Per Token. Your Costs Are Per Task. Ours Nearly Tripled.
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Claude Sonnet 4.6 vs Sonnet 5: LLM Pricing Is Per Token. Your Costs Are Per Task. Ours Nearly Tripled.

#agents #ai #claude #llm
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5 min read
Your AI Quotas Reset Tonight. What Will You Do With Them?
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Your AI Quotas Reset Tonight. What Will You Do With Them?

#ai #automation #seo
5
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6 min read
Truthful AI Under Pressure: What Kradle.AI Might Reveal About Fable 5
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Truthful AI Under Pressure: What Kradle.AI Might Reveal About Fable 5

#discuss #ai #mentalhealth #science
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3 min read
I Built an AI Content Pipeline. Google I/O Made Me Question Everything.

Google I/O Writing Challenge Submission
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I Built an AI Content Pipeline. Google I/O Made Me Question Everything.

#googleiochallenge #ai #aeo
8
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7 min read
How to Architect Always-On AI Agents with Hermes - Written by an AI Pipeline, Verified by Three Models. Is It Slop?
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How to Architect Always-On AI Agents with Hermes - Written by an AI Pipeline, Verified by Three Models. Is It Slop?

#hermesagent #ai #aipipeline
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16 min read
Stop Fixing Your Prompts — Fix Your Thinking Style Instead (A Claude Code Experiment)
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Stop Fixing Your Prompts — Fix Your Thinking Style Instead (A Claude Code Experiment)

#claudecode #ai #promptengineering
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7 min read
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