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In this project

AI for auto-filling job filters

https://sudonull.com/ai-for-auto-filling-job-filters

Learn how data-driven pipeline with LLM and DB solves the problem of job board filters. 150x token savings, accuracy without hallucinations. Integrate into your project.

Claude Optimization: -9.5% tokens on phrases

https://sudonull.com/claude-optimization-9-5-tokens-on-phrases

Experiment: how to remove 11% filler from Claude Sonnet responses. Script, prompt, savings 4200–42000 ₽/month. For API and backend developers. Test on your tasks.

Zachman Matrix in ERP: structure and examples

https://sudonull.com/zachman-matrix-in-erp-structure-and-examples

Study the Zachman matrix for IT architecture of ERP systems. Examples of filling, application in implementation and audit projects. Structure architecture without gaps — for developers and architects.

LLM in product research: limits of automation

https://sudonull.com/llm-in-product-research-limits-of-automation

We analyze levels of cognition in marketing research and LLM capabilities. From filling the knowledge matrix to reflection — where models are effective and where a human is needed. For product managers and analysts.

From other projects

Saphnelo Pen approved by FDA: treating lupus at home

https://ymaho.com/saphnelo-pen-approved-by-fda-treating-lupus-at-home

FDA approved Saphnelo subcutaneous pre-filled pens for lupus treatment. Patients can self-administer the drug without visiting a clinic. Learn about the breakthrough in therapy.

Hannah Cain leads Wales' attack after Fishlock retirement

https://lrivo.com/hannah-cain-leads-wales-attack-after-fishlock-retirement

Discover how Hannah Cain has filled Jess Fishlock's shoes with 6 goals in 4 games for Wales. Essential reading for fans tracking their World Cup qualifying campaign.

Turkey Missile Exporter Changing Global Defense Industry

https://ymaho.com/turkey-missile-exporter-changing-global-defense-industry

How Turkey's Roketsan is becoming a top arms exporter by filling the global gap in missile and drone defense. Learn about the strategy and impact.

EMA approved SMA gene therapy Itvisma and a drug for MS

https://ymaho.com/ema-approved-sma-gene-therapy-itvisma-and-a-drug-for-ms

European regulator recommended Itvisma for adults with SMA and Cenrifki for secondary progressive sclerosis. Learn how a one-time injection and a pill fill gaps in neurodegeneration treatment.

Enspryng reduced the risk of relapses in MOGAD by 68%

https://ymaho.com/enspryng-reduced-the-risk-of-relapses-in-mogad-by-68

Genentech proved the efficacy of satralizumab in a rare autoimmune disease. The risk of attacks decreased by 68%, new lesions by 79%. Learn how the first targeted drug fills the niche of empirical therapy.

Dental anti-age: bite as the foundation of facial youth

https://ymaho.com/dental-anti-age-bite-as-the-foundation-of-facial-youth

Find out why restoring bite height has become the main anti-age strategy of 2026. Restore facial youth without fillers or surgery. Read about the trend!

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