AI workflows
Turning messy notes, screenshots, ideas, and project chaos into something usable.
Built by Absolut3 · Tested in the fire
Trial by Fire Lab
Practical AI for people who actually work.
A field lab for practical AI, agent workflows, automation, and memory systems — tested against real-world mess instead of clean demo-world nonsense.
What this is
A lab notebook for useful AI systems.
Agent systems
Testing agents that can remember, use tools, follow procedures, and stay inside the rails.
Memory systems
Separating facts, procedures, project state, logs, and source-of-truth notes so it does not become soup.
Automation experiments
Building small systems that remove dumb friction without creating another dashboard to babysit.
Current series
Hermes in the Fire
A practical look at using Hermes Agent as an operating layer: memory, tools, skills, messaging, scheduled workflows, and boundaries.
The rule
If it only works in a tutorial, it does not count.
Who this is for
People who like building, not guru smoke.
- Tradespeople and working-class builders curious about AI
- Home lab people, automation tinkerers, and practical tech learners
- Non-formally-trained operators who want systems that actually help
- Anyone tired of hype demos, prompt bro theater, and fragile workflows