Blog
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
#2026-03 765#english 592#culture 264#deep-dive 254#kubernetes 249#career 229#ai 219#llm 209#devops 196#2026-04 146#security 143#database 114#observability 113#communication 109#history 107#architecture 100#productivity 96#finance 88#economy 84#mindset 81#psychology 80#ai-papers 79#food 78#it 78#travel 78#deep-learning 77#japanese 77#networking 77#performance 72#business-travel 70#linux 70#gpu 69#ai-agent 66#cs-fundamentals 63#postgresql 61#rag 58#self-improvement 55#learning 53#mlops 53#python 52
AI Era Survival Guide Part 6: How Planners and PMs Can Evolve into AI Product Managers
In an era where AI is automating planning work, this guide outlines survival strategies for planners and PMs and a roadmap for evolving into AI product managers. Covers the unique aspects of AI product planning, required
2026-03-17 · 13 min read #career#product-manager#ai-product#ai-era#career-transitionAI Security Engineering Guide: From Prompt Injection to Model Security ♪ Listenable
A comprehensive guide to AI system security. Learn about prompt injection, jailbreaking, data poisoning, model extraction, privacy attacks, and defense strategies through real attack examples and Python code.
2026-03-17 · 18 min read #ai-security#prompt-injection#llm-security#adversarial-attack#jailbreakAI Era Survival Guide Part 3: A Complete Guide to AI Tools for Accountants and Lawyers
A survival guide for accountants and lawyers facing the risk of AI replacement. Instead of fearing AI, learn to turn it into a weapon — concrete strategies for raising your competitiveness, usable AI tools, and guidance
2026-03-17 · 14 min read #career#ai-era#accountant#lawyer#ai-toolsAI Era Survival Guide Part 5: The Future of Data Scientists - Crisis or Opportunity?
In an era where AutoML and LLMs are automating traditional data science work, this guide outlines survival strategies and growth paths for data scientists. We present a roadmap for evolving beyond simple analysis into pr
2026-03-17 · 13 min read #career#data-scientist#ai-era#career-transition#mlopsModel Context Protocol in Production: Server Boundaries, Tool Governance, and Transport Choices
A production-focused guide to Model Context Protocol covering server boundaries, tool and resource design, transport selection, authentication, token budgeting, and operational governance.
2026-03-17 · 7 min read #ai-platform#mcp#model-context-protocol#ai-agent#tool-governanceAI Era Career Transition Master Guide: From Fear to Opportunity — Your Complete Roadmap
A complete master guide to resolving career anxiety in the AI era and turning it into growth opportunities. From diagnosing where you stand today, to building a career roadmap alongside AI, to learning resources and port
2026-03-17 · 13 min read #career#ai-era#career-transition#roadmap#2026-03Gemini API in Production: Prompting, Guardrails, Evaluation, and Cost Control
A production guide to building on the Gemini API with practical prompting, tool and schema design, safety handling, evaluation loops, and cost-aware operating patterns.
2026-03-17 · 4 min read #gemini#generative-ai#ai#llmops#prompt-engineeringAI Era Survival Guide Part 4: AI Literacy and Survival Strategies for Every Professional
A practical guide for every professional looking to survive and thrive in the AI era. Covers improving AI literacy, using ChatGPT and Claude at work, boosting productivity 10x with AI tools, and building a career that gr
2026-03-17 · 16 min read #career#ai-era#ai-literacy#productivity#career-transitionAutonomous Vehicle AI: 3D Perception, BEVFormer, and End-to-End Learning
A complete guide to autonomous driving AI: LiDAR PointNet++, BEVFormer camera perception, 3D object detection and tracking, behavior prediction, CARLA simulation, and Tesla FSD imitation learning.
2026-03-17 · 13 min read #autonomous-vehicles#bevformer#lidar#sensor-fusion#carlaAI Development Environment Complete Guide: From GPU Server Setup to Jupyter, VS Code, Docker ♪ Listenable
A complete guide to AI research and development environments. Step-by-step coverage of CUDA driver installation, virtual environment management, advanced JupyterLab usage, VS Code AI extensions, Docker GPU containers, an
2026-03-17 · 20 min read #development-environment#jupyter#vscode#docker#gpuElectronic Circuits Complete Guide: From Diodes to Op-Amps
A comprehensive guide to electronic circuits for EE students. Covers diodes, BJT/MOSFET transistors, operational amplifiers, amplifier design, and filter circuits with SPICE simulation and Python examples.
2026-03-17 · 16 min read #electronic-circuits#analog-electronics#diode#transistor#op-ampData Engineering & AI Pipeline Guide: From Apache Spark to Kafka
A comprehensive guide to data engineering for AI. Covers Apache Spark, Kafka, Airflow, dbt, Delta Lake, and Feature Stores for designing and implementing large-scale data pipelines.
2026-03-17 · 12 min read #data-engineering#apache-spark#kafka#airflow#dbtAlgorithms & Data Structures: From Complexity Analysis to AI/ML Algorithms
A complete guide to algorithms for AI engineers and coding interview preparation — covering Big-O complexity analysis, graph algorithms, dynamic programming, k-d trees, LSH, and more.
2026-03-17 · 16 min read #algorithms#data-structures#dynamic-programming#graph-algorithms#coding-interviewAI for Science: AlphaFold, Drug Discovery, Climate AI, and Physics Simulation
A complete guide to AI technologies revolutionizing scientific research — from AlphaFold3 protein structure prediction and molecular GNN drug design to PINN physics simulation and climate prediction AI.
2026-03-17 · 16 min read #aiforscience#alphafold#drugdiscoveryai#pinn#climateaiAI Era Survival Guide Part 8: Survival Strategies for Designers in the Age of Midjourney and Figma AI
In an era where Midjourney, DALL-E, and Stable Diffusion generate images and Figma AI automates design, this guide outlines survival strategies for designers and the design competencies that become even more valuable in
2026-03-17 · 16 min read #career#designer#ai-tools#ai-era#figmaAI Benchmark Datasets Complete Guide: ImageNet, COCO, GLUE, MMLU, HumanEval ♪ Listenable
A complete guide to key benchmark datasets for AI model evaluation. Detailed analysis of computer vision (ImageNet, COCO, ADE20K), NLP (GLUE, SuperGLUE, SQuAD, MMLU), code (HumanEval, MBPP), and LLM evaluation (HELM, MT-
2026-03-17 · 25 min read #benchmark#datasets#imagenet#coco#gluePrompt Engineering Complete Guide: From Zero-shot to Advanced Techniques ♪ Listenable
A complete guide to mastering all prompt engineering techniques. Learn Zero-shot, Few-shot, Chain-of-Thought, Tree of Thoughts, ReAct, Self-Consistency, and system prompt design through practical examples.
2026-03-17 · 32 min read #prompt-engineering#llm#chatgpt#claude#aiLLM Application Development Practical Guide: Mastering ChatGPT API, Claude API, and Gemini API ♪ Listenable
A practical guide to LLM application development covering ChatGPT API, Claude API, and Gemini API.
2026-03-17 · 22 min read #llm#openai#claude#gemini#apiPyTorch Complete Guide: Zero to Hero — From Tensors to Distributed Training ♪ Listenable
A comprehensive guide to mastering PyTorch from the basics to advanced techniques. Learn tensor operations, automatic differentiation, CNN/RNN/Transformer implementation, and distributed training with practical examples
2026-03-17 · 21 min read #pytorch#deep-learning#ai#python#neural-networkPython Advanced Techniques for AI/ML: Performance Optimization, Parallel Processing, Memory Management ♪ Listenable
A comprehensive guide to advanced Python techniques for AI/ML development. Master performance profiling, multiprocessing, async/await, Numba JIT, Cython, memory profiling, and type hints with practical examples.
2026-03-17 · 24 min read #python#advanced#performance#multiprocessing#numba