Conrad Fernandez
Search
Search
Dark mode
Light mode
Reader mode
Explorer
local-ai
20 items with this tag.
Sep 23, 2026
Two Pools: Local AI Infrastructure for Coding on One Workstation
local-ai
llm
amd
rocm
Sep 23, 2026
Capstone 2 — Your Effective Context
local-ai
capstone
kv-cache
nolima
effective-context
Sep 23, 2026
Module 4 — The VRAM Budget
local-ai
vram
kv-cache
memory-budget
Sep 23, 2026
Module 7 — Backend and Flags
local-ai
rocm
vulkan
flash-attention
benchmarking
Sep 23, 2026
Module 8 — The Quantization Ladder as a Budget Problem
local-ai
quantization
gguf
moe
benchmarking
Sep 23, 2026
Capstone 1 — The Predicted Machine
local-ai
capstone
roofline
moe
prediction
Sep 23, 2026
Concepts — Glossary
local-ai
reference
Sep 23, 2026
Module 0 — The Slow Pool
local-ai
memory-bandwidth
ddr5
benchmarking
Sep 23, 2026
Module 1 — The Fast Pool and the Toolchain
local-ai
rocm
vram-bandwidth
llama-cpp
toolchain
Sep 23, 2026
Module 10 — Serving and the Tool-Call Contract
local-ai
serving
tool-calling
gbnf
llama-swap
Sep 23, 2026
Module 11 — Aider: Diffs, Repo Maps, Cost per Turn
local-ai
aider
repo-map
tool-calling
harness
Sep 23, 2026
Module 12 — Cline and Roo: The Verbose Harness
local-ai
cline
roo
tool-calling
harness
Sep 23, 2026
Module 13 — Claude Code Against a Local Model
local-ai
claude-code
anthropic-api
tool-calling
harness
Sep 23, 2026
Module 2 — Calibrating on a Model That Fits
local-ai
llama-bench
quantization
benchmarking
Sep 23, 2026
Module 3 — The Eval Instrument
local-ai
evaluation
aider
methodology
Sep 23, 2026
Module 5 — Placing the Experts
local-ai
moe
vram
llama.cpp
roofline
Sep 23, 2026
Module 6 — Prefill vs. Decode
local-ai
moe
performance
llama.cpp
Sep 23, 2026
Module 9 — KV Quantization and Its Specific Danger
local-ai
kv-cache
quantization
flash-attention
agentic
Sep 23, 2026
Reference Material
local-ai
reference
Sep 23, 2026
Workstation Specs — The Two Pools
local-ai
hardware
reference