Articles & Insights
Insights on privacy-first AI, local execution, and security.
A 2026 recovery and export guide for Character.ai users dealing with missing chats, blank histories, and platform lock-in, with a focus on what recovery paths are real and how to stop this from happening again.
A practical 2026 guide to using Google Colab as a disposable LLM host: what fits on the free tier, where the limits really are, and how to expose a stable API without pretending the setup is production-grade.
A 2026 mobile access guide for local LLMs covering Cloudflare Tunnel, Ngrok, latency, security hardening, and the cleanest ways to reach a desktop model from a phone.
A 2026 SillyTavern troubleshooting guide for 401 and 403 errors covering bad keys, CORS, OpenRouter quirks, Together AI context failures, and reverse proxy mistakes.
A 2026 Mac guide for local roleplay stacks covering unified memory, model sizing, MLX versus llama.cpp, thermal limits, and clean Apple Silicon setup paths.
A 2026 roleplay-focused comparison of LM Studio, Oobabooga, and Ollama covering sampler control, context handling, backend speed, trust boundaries, and day-to-day usability.
A 2026 hardware guide for local AI roleplay that ranks GPUs by what actually matters for inference: VRAM, memory bandwidth, thermals, and total cost of ownership.
A tier list that treats VRAM as the gating factor: what each tier can run well, what it struggles with, and how to upgrade without regret.
A candid retrospective on eliminating the backend database, implementing client-side AES-256-GCM, defying credit card censors, and building a premium, local-first roleplay client.
A blunt 2026 guide to making 8GB cards work for local roleplay: what fits, what slows down, and which settings actually earn their place.
A practical 2026 field guide to local vs API roleplay stacks, model families, trust boundaries, and the tooling that keeps long sessions alive.
Five real exits for people tired of filters, verification walls, disappearing bots, and brittle roleplay stacks in 2026.
Why Character.ai’s NSFW wall keeps tightening, why bypass tricks keep rotting, and how a local LLM stack gives you durable control instead.
A practical, non-template explanation of why jailbreaks sometimes work, why they fail, and what a durable setup looks like instead.
A practical guide to making output formatting consistent without wasting context on fragile prompt tricks.
A developer-written trade-off guide: cloud routing vs. local inference, without pretending either path is perfect.
A candid look at censorship pressure, brittle jailbreaks, and the BYOK stack that gives you real control.
A developer-written breakdown of PNG metadata, V3 structure, and how not to accidentally corrupt your cards.
