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Reviews of AI tools and agents · the monthly AI token market · homelab notes
- 14Market AI token market, November 2026Verdict: output tokens still drive the bill; the small tiers now cover most agent sub-tasks.
- 13Review Ollama on one homelab GPU: three weeks as my local model serverVerdict: right for one or two people on one box; move to vLLM when a team shares the GPU.
- 12Homelab Moving my Git hosting to ForgejoVerdict: quiet and light on memory; the Actions runner needs babysitting.
- 11Review A coding agent on a real backlog for two weeksVerdict: good at the dull tickets; review every diff as if a stranger wrote it.
- 10Market AI token market, October 2026Verdict: cached input became the price that matters for agents.
- 9Homelab Backups I actually restore from: restic, a small VPS and a monthly drillVerdict: boring and dependable; the drill matters more than the tool.
- 8Review Self-hosted chat front-ends for a five-person teamVerdict: none is finished; pick the one whose sign-in story matches yours.
- 7Review An AI meeting-notes tool I stopped using after a weekVerdict: accurate transcripts, confidently wrong summaries. Skip it.
- 6Market AI token market, September 2026Verdict: a quiet month; batch discounts are the only real movement.
- 5Homelab A Proxmox cluster of three mini PCs: what I would do differentlyVerdict: worth it for learning; buy one machine with more RAM if you just need to run things.
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