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CellVoyager: AI for scRNA-seq analysis

https://sudonull.com/cellvoyager-ai-for-scrna-seq-analysis

Autonomous AI agent CellVoyager analyzes single-cell data, finds new patterns in COVID and aging. Benchmarks, architecture, and implementation for bioinformaticians. Learn more.

Self-organization of LLM agents without roles +14% quality

https://sudonull.com/self-organization-of-llm-agents-without-roles-14-quality

Experiment: Sequential protocol of LLM agents outperforms coordinator by 14% on Q. 25k tasks, 256 agents, DeepSeek at 1/24 Claude price. Insights for multi-agent systems — read details.

PlantUML dynamic diagrams with conditions

https://sudonull.com/plantuml-dynamic-diagrams-with-conditions

Implement interactive sequence diagrams in PlantUML: variables, conditions, HTML/JS controls. Instructions for Confluence without backend. Start documenting API efficiently.

Arrays and cache: O(1) access optimization

https://sudonull.com/arrays-and-cache-o-1-access-optimization

We analyze why sequential access to arrays is 7–10 times faster than random. Benchmarks of strides, matrices, AoS/SoA. Acceleration up to 10× for middle/senior dev.

Call Center Routing Simulation in Python

https://sudonull.com/call-center-routing-simulation-in-python

Discrete-time model for comparing Sequential, Round Robin, Longest Idle. KPI, fairness metrics, code for Colab. Prototype strategies without production risks. Run the simulation.

From other projects

SBS5 and SBS18 Signatures: Oxidative Mutations from Smoking

https://ymaho.com/sbs5-and-sbs18-signatures-oxidative-mutations-from-smoking

Whole-exome sequencing revealed SBS5 and SBS18 mutations in smokers' cells. Learn about irreversible changes, lung cancer risk, and new diagnostic tests. Read details.

Russia's GDP Growth 0.4%: 2026 Forecast and Hidden Risks

https://ymaho.com/russia-s-gdp-growth-0-4-2026-forecast-and-hidden-risks

The government has lowered its GDP growth forecast to 0.4% in 2026. Find out why the budget model failed and what will happen to the ruble and investments. Read the analysis.

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