JankyAIA local-AI enthusiast notebook: tools you can run today, the ways they break, small wins, an IronClaw bench, and a build log.https://myjankyai.com/en-usStory 6: The personal assistant botshttps://myjankyai.com/build-log/the-personal-assistant-bots/https://myjankyai.com/build-log/the-personal-assistant-bots/Dots on the $100 plan, a return to $20, and Grok Bot building this site. The sixth real build log.Sun, 18 Oct 2026 00:00:00 GMTassistantsA 20B model behind a fail-closed wrapperhttps://myjankyai.com/build-log/fail-closed-wrapper/https://myjankyai.com/build-log/fail-closed-wrapper/I let a 20B open-weight model call tools, then took the loop away after two identical calls. The prompt did not do that job.Wed, 14 Oct 2026 00:00:00 GMTtoolsagentsQ3 was confident and wronghttps://myjankyai.com/build-log/q3-was-confident/https://myjankyai.com/build-log/q3-was-confident/A 14B at Q3 was quick and calm, and it missed a third of a tiny fixture that Q5 answered.Fri, 02 Oct 2026 00:00:00 GMTquantsqualityThe context window was a suggestionhttps://myjankyai.com/build-log/context-was-a-suggestion/https://myjankyai.com/build-log/context-was-a-suggestion/The model card said 32k. A second flag had capped the prompt, and the model invented a task I did not ask for.Fri, 18 Sep 2026 00:00:00 GMTcontextThe card that reported zerohttps://myjankyai.com/build-log/the-card-reported-zero/https://myjankyai.com/build-log/the-card-reported-zero/After a routine update the sample bench booted, the desktop came up, and the card reported 0 MB.Fri, 04 Sep 2026 00:00:00 GMTdrivershardwareStory 5: Build, build, buildhttps://myjankyai.com/build-log/build-build-build/https://myjankyai.com/build-log/build-build-build/GPT-OSS 20B on 16 GB, a switch from Claude to GPT, and the lesson that the build was the problem. The fifth real build log.Wed, 15 Jul 2026 00:00:00 GMTmodelsStory 4: The painhttps://myjankyai.com/build-log/the-pain/https://myjankyai.com/build-log/the-pain/A WSL fix wiped the containers. A 16 GB card and a fresh Windows install came after. The fourth real build log.Wed, 15 Apr 2026 00:00:00 GMTrebuildStory 3: The breakhttps://myjankyai.com/build-log/the-break/https://myjankyai.com/build-log/the-break/OpenClaw never fully ran. The name that stuck was IronClaw. The third real build log.Sat, 31 Jan 2026 00:00:00 GMTironclawStory 2: How do I control this?https://myjankyai.com/build-log/how-do-i-control-this/https://myjankyai.com/build-log/how-do-i-control-this/Docker, Tailscale, a firewall, and an 8 GB card. The second real build log.Sun, 20 Oct 2024 00:00:00 GMTsecurityHow it started: a dusty GPU and 90 days to fillhttps://myjankyai.com/build-log/how-it-started/https://myjankyai.com/build-log/how-it-started/A GTX 1080 out of the closet, Windows 11 Pro, Ollama, and Llama 3 8B. The first real build log.Sun, 15 Sep 2024 00:00:00 GMTorigin