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Greg's Tech Notes
Generated on February 24 2026 00:51 AM
Old data? UPDATE !
The score is 56/100
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Greg's Tech Notes
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Tech notes and tips
Length : 19
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Headings
| H1 | H2 | H3 | H4 | H5 | H6 |
| 10 | 57 | 24 | 3 | 0 | 0 |
- [H1] Apple silicon limitations with usage on local LLM
- [H1] Buying GPU for local models (llm)
- [H1] Building an Intelligent Nerf Turret with Jetson Nano: A Journey into DIY Robotics and AI
- [H1] Python antipatterns
- [H1] Python best practicies
- [H1] Kubernetes iptables changes on service creation
- [H1] Kubernetes etcd - what's inside?
- [H1] Build cheapest kubernetes i7 cluster
- [H1] Mysql on kubernetes with persistent volume and secrets
- [H1] Kuberenetes NFS persistent volume
- [H2] Maximizing LLM Usage on a 128GB M1 Ultra (Apple Silicon Mac Studio)
- [H2] Buying GPU for Running Large Parameter Models (LLMs) on Your Local Machine
- [H2] Introduction
- [H2] The Beginning: Assembling the Turret
- [H2] The fun
- [H2] From Manual to Autonomous: The Leap into AI
- [H2] The Decision: Why Jetson Nano?
- [H2] The Upgrade: Image Recognition and Servo Control
- [H2] Integrating AI with Mechanics
- [H2] Conclusion: More Than Just a Toy
- [H2] Global variables antipattern
- [H2] Mutating arguments antipattern
- [H2] Using eval() or exec() antipattern
- [H2] Not using with statements antipattern
- [H2] Overusing inheritance antipattern
- [H2] Hardcoding configuration values and paths antipattern
- [H2] Duplicated code antipattern
- [H2] Not using functions classes or exceptions antipattern
- [H2] Using print for debugging antipattern
- [H2] Not using type annotations antipattern
- [H2] Not using f-strings antipattern
- [H2] Not using enumerate antipattern
- [H2] Not using context managers antipattern
- [H2] Not using the else clause with for and while antipattern
- [H2] Using list as a default argument value antipattern
- [H2] Follow the PEP 8
- [H2] Read changelog and new features when new version is released
- [H2] Use descriptive variable names
- [H2] Write modular and reusable code
- [H2] Handle errors and exceptions
- [H2] Use virtual environments or docker containers
- [H2] Document your code
- [H2] Use version control
- [H2] Avoid magic numbers and strings
- [H2] Use list and dict comprehensions
- [H2] Use type annotations
- [H2] Use f-strings for string formatting
- [H2] Use context managers
- [H2] Use context decorators
- [H2] Use pathlib for file and directory operations
- [H2] Use the __name__ variable for module-level code
- [H2] Use the typing module for more complex types
- [H2] Write concise and expressive code
- [H2] Use the built-in functions and modules whenever possible
- [H2] Use functions to group related code together
- [H2] Use classes to create reusable objects.
- [H2] Use a debugger to step through your code and find errors.
- [H2] IPtables with targetport in service
- [H2] IPtables without targetport in service
- [H2] With targetport:
- [H2] Without targetport:
- [H2] What's etcd and what part does it play in kubernetes?
- [H2] Accessing etcd through etcd pod
- [H2] Accessing etcd from host
- [H2] How I've build 4 nodes kubernetes i7 16GB cluster
- [H2] Volumes
- [H2] Create nfs persistent volume:
- [H3] Understanding Unified Memory and the 96GB “VRAM” Limit
- [H3] Why is Only 75% of Memory Usable by the GPU?
- [H3] Increasing GPU Memory Utilization (Beyond the 96 GB Default)
- [H3] Other Workflows to Maximize Hardware Utilization
- [H3] Conclusion and Further Reading
- [H3] Introduction and Motivation
- [H3] Key Considerations for Local LLM Hardware
- [H3] Comparative Hardware Options for Local LLMs
- [H3] Comparative Summary
- [H3] Conclusion
- [H3] References
- [H3] The parts:
- [H3] Problem 1 - How to stack it on each other?
- [H3] Problem 2 - Powering it on
- [H3] Problem 3 Ethernet
- [H3] Connecting it all together inside the server case
- [H3] Final effects
- [H3] Clarification
- [H3] Future plans
- [H3] Persistent storage with NFS
- [H3] Secrets
- [H3] Mysql application
- [H3] Checking
- [H3] What you need
- [H4] A Few Key Observations
- [H4] Battery for master node
- [H4] Master temperature with lights
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| Apple silicon limitations with usage on local LLM | Internal | Passing Juice |
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| https://developer.apple.com/documentation/metal/mtldevice/%20recommendedmaxworkingsetsize | External | Passing Juice |
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| https://github.com/ggml-org/llama.cpp/discussions/4167 | External | Passing Juice |
| Building an Intelligent Nerf Turret with Jetson Nano: A Journey into DIY Robotics and AI | Internal | Passing Juice |
| Comments | Internal | Passing Juice |
| https://www.littlefrenchkev.com/bluetooth-nerf-turret | External | Passing Juice |
| https://chat.openai.com/share/1120521a-1042-4971-9e33-a852b85178f5 | External | Passing Juice |
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| Python best practicies | Internal | Passing Juice |
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| Comments | Internal | Passing Juice |
| - | Internal | Passing Juice |
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| Kubernetes etcd - what's inside? | Internal | Passing Juice |
| Comments | Internal | Passing Juice |
| consul | External | Passing Juice |
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| doozerd | External | Passing Juice |
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