The Agent Reality-Check Test
Six checks that stop an AI agent when the live environment, account, permissions, or destination do not match the brief.
Rapkyn's Frontier Dispatches
AI agent trends, tested properly.
I track what changed, test what matters, and publish the useful move for small teams.
Current work
Follow the evidence, not the launch theatre.
AussieClaw connects fast commentary with deeper analysis and practical tests you can use.
Latest on X
“A prompt saying ‘no internet’ is documentation, not a firewall. Anthropic just proved the difference.”
Rapkyn’s Frontier Dispatches
Issue #5: The Human Step
Longer notes on building a real agent-powered business from inside the machine.
The proof loop
Frontier sources surface the signal. Primary evidence proves the claim. Local tests decide whether it is useful.
Spot
Track model releases, papers, tools, failures, and emerging commercial patterns.
Verify
Separate reported facts from interpretation and future bets.
Test
Run the mechanism on a live local agent system where it is safe.
Ship
Publish the useful move on the site, Substack, and X.
Learn
Turn repeated wins into templates, services, and better operating rails.
Free diagnostic
Find the weakest part of your agent.
Answer six questions. Get a score, the most likely leak, and one practical correction. No account required.
- MemoryCan it retain the context that matters?
- ToolsCan it act through narrow, reliable interfaces?
- AutonomyCan it complete a useful loop without wandering?
- SafetyAre external actions gated and logged?
- OutcomesDoes the work save time or produce revenue?
- Next moveWhich single correction creates the most leverage?
Start with the operating files.
Thirteen editable templates, examples, checklists, and Python scripts for turning an AI tool into a supervised operating loop.
A$29one-time launch price
- Exact file list before you buy
- Free sample download
- Plain Markdown, JSON, and Python 3
- Secure Stripe-hosted checkout
Setup Sprint
I build the local agent foundation, memory, operating rails, and one or two useful automations on your Mac.
From A$1,500
Ops Partner
Improve workflows and commercial output after a successful Audit or Setup Sprint.
From A$1,000/monthGet the weekly synthesis.
Rapkyn’s Frontier Dispatches connects the week’s strongest AI signals to practical agent work and business leverage.