Building a personal knowledge base with Claude that survives across sessions
Build a persistent Claude knowledge base with plain markdown files, a five-file folder structure, and a read-write ritual that stops context loss between sessions.
Build a persistent Claude knowledge base with plain markdown files, a five-file folder structure, and a read-write ritual that stops context loss between sessions.
A practical walkthrough for non-coders: hand a messy spreadsheet to Claude, describe what you actually want, and get a working tool — plus the safety checks most people skip.
What does apple authorized reseller status really mean? A step-by-step playbook to buy genuine Apple kit, keep your warranty and dodge fakes.
Production Conditional Access patterns for legacy authentication, compliant devices, administrator protection, risk response and safe testing.
A technical pattern for controlled enquiry automation using schema validation, idempotency, approval states, retries, audit events and rollback.
A technical implementation blueprint for clinic identity, device, integration, backup, logging and change controls, with practical validation tests for small teams.
A technical guide to backup restore testing: representative cases, isolated destinations, evidence, permissions, failure classes, retries and monitoring.
A technical implementation guide to device return, rebuild, least privilege, creative application deployment, validation and drift monitoring.
A technical architecture and test guide for AI document review pipelines with data classification, redaction, model gateways, source validation and human approval.
A plain-English walkthrough of IT managed services in Singapore — what’s included, when to switch from in-house, and a step-by-step selection process.
Measured benchmarks for DeepSeek V4 Flash on AMD Strix Halo (Ryzen AI MAX+ 395): ubatch, KV quantisation, context scaling, prompt caching, and the optimisations that don’t work.
A working engineer’s setup guide for Qwen3.8-Flash-Next (125B-A6B MoE): memory tiers, quant picks, commands for Ollama, llama.cpp and vLLM, and measured AMD Strix Halo benchmarks vs DeepSeek V4 Flash.