bottleneck-analysis

Local-first production-line takt simulator and bounded industrial digital-twin workbench with PLC/MES gateway and AI analysis.

A portable Agent Skill that finds the real constraint limiting an idea, product, codebase, architecture, workflow, or AI agent.

Bottleneck-analysis tool for a serial production line: load your measured cycle times, validate the model against real output, and quantify the ROI of fixing the constraint.

LLM capacity-planning copilot for chip validation labs in Python: NL query -> SimPy discrete-event simulation -> sensitivity diagnosis; Anthropic API with deterministic fallback, FastAPI service, Monte-Carlo bottleneck analysis, Docker + GitHub Actions CI; 27/27 pytest passing; synthetic-data limits disclosed.

20 Hands-on Linux performance tuning labs across physical, virtual, and cloud environments covering observability, bottleneck analysis, kernel tuning, and optimization.

PuffLine Planner：电子烟产线仿真与人力规划工具。支持烟弹/烟油/尼古丁袋产线仿真、瓶颈与 WIP 分析、人力需求预估、排班成本与智能优化，面向 IE 工程师、产线经理、HRBP 与供应链从业者。Production line simulation & manpower planning for e-cigarette, e-liquid and nicotine pouch manufacturing — SimPy + Python + Tkinter。

白毛股神的供应链瓶颈分析框架 - 5-layer supply chain bottleneck investment framework

Measure and visualize why LLM inference is slow: bottleneck analysis, model dissection, KV-cache, GEMM/GEMV, quantization, and memory-bound decoding.

Geomorphological investigation of the Wimbach and Klausbach valleys using ERT, TLS, GIS, geomorphic mapping, and Structure-from-Motion techniques to explore surface and subsurface landscape characteristics.

Discrete-event simulation of multi-stage operational workflows using SimPy. Identify bottleneck nodes, model queue buildup, and test capacity changes before they hit production.

Transparent, reproducible wafer-fab operations analytics: a hand-built synthetic DES validated against known ground truth, used for process mining, bottleneck proof, KPI and equipment monitoring, and CRN-paired what-if decision support.

Dependency-light OEE and bottleneck analysis for manufacturing event logs.

Customer-support operations control tower: process mining, SLA bottleneck detection, and capacity forecasting on 250K+ workflow events across 50K cases. Airflow + dbt + DuckDB + Pandas + 6-page Streamlit dashboard.

An advanced Python profiling and performance analysis toolkit that unifies timing, resource monitoring, line-by-line profiling, flame graphs, call graphs, memory leak detection, async/thread analysis, live dashboards, and intelligent optimization suggestions in one extensible platform.

An open-source live telemetry and system modeling engine for generative AI. Track total system resource utilization in real time across storage, memory paths, and compute blocks to eliminate black-box execution failures and accelerate the development of next-generation AI and generative AI architectures.

Interactive browser simulator for exploring how AI capability growth becomes real-economy output, or fails under physical and institutional bottlenecks.

Cinematic, high-performance HTML5 Canvas engine that visualizes database systems under load. Demonstrates failure, scaling, replication, caching, and optimization through real-time animation. Zero dependencies, production-grade rendering, and system architecture storytelling in a single-page app.

Cinematic, high-performance HTML5 Canvas engine that visualizes database systems under load. Demonstrates failure, scaling, replication, caching, and optimization through real-time animation. Zero dependencies, production-grade rendering, and system architecture storytelling in a single-page app.

Análise de processos produtivos com Python, métricas de fluxo, exceções e identificação de gargalos.