Cursor vs Windsurf vs Copilot: compare one real coding task
Evaluate coding agents on a real repository task, review effort and repeatability. Check current product documentation before choosing a plan.
Putting together your next good read…
Guides.
Clear starting points for ComfyUI, coding tools and creative workflows. Practical steps, with sources you can inspect.
7 stories · Sources included
A simple Notion decision log your team can actually use
Connect projects, decision records and owners without turning documentation into a second project-management job.
ComfyUI beginner guide: your first image and common fixes
Follow a simple ComfyUI learning path: load an official workflow, find the required model, understand the graph and troubleshoot common first-run problems.
Reduce local LLM VRAM usage: quantization, context length and offloading
Optimize local LLM memory: 4-bit GGUF quantization, FP8 KV cache compression, context window budgeting and GPU layer offloading.
Stateful agents versus a simple RAG workflow: when complexity helps
Architectural guide: comparing single-turn deterministic RAG pipelines with multi-turn autonomous agent loops. Latency, cost and reliability.
Deploy an open-source LLM on Red Hat OpenShift AI: vLLM and KServe setup
Architectural guide: configuring Red Hat OpenShift AI with vLLM, KServe, and the NVIDIA GPU Operator to serve production LLMs with predictable latency.
EU AI Act obligations for developers: compliance tiers, synthetic media and GPAI
A practical technical breakdown of Regulation (EU) 2024/1689: transparency rules, GPAI model governance, and synthetic media labeling.