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kaicianflone
searching PlanetScale…
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31.
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by
kaicianflone
8mo ago
I think the core insight here is about incentives and friction, not crypto specifically. I’m working on an open source CLI that experiments with this at a local, off-chain level. It lets maintainers introduce cost, review pressure, or reput
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kaicianflone
8mo ago
The open source system I’m working on lets multiple agents propose, critique, and stake on decisions before a single action is taken. It runs at inference time rather than training time and is model agnostic. The goal is to make disagreemen
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kaicianflone
8mo ago
I’m a systems person too, and I don’t see mediocrity as inevitable. The slop problem isn’t just model quality. It’s incentives and decision making at inference time. That’s why I’m working on an open source tool for governance and validatio
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kaicianflone
8mo ago
This is a solid step forward on execution safety for agentic workflows. Permissions, sandboxing, MCP allowlists, and output sanitization all matter. But the harder, still unsolved problem is decision validation, not execution constraints. M
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kaicianflone
8mo ago
I don’t disagree. After decades, it’s still hard which is exactly why I think treating validation as a system problem matters. We’ve spent years systematizing generation, testing, and deployment. Validation largely hasn’t changed, even as t
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kaicianflone
8mo ago
I agree with this almost completely. The hard part isn’t generation anymore, it’s validation of intent vs outcome. Especially once decisions are high-stakes or irreversible, think pkg updates or large scale tx What I’m working on (open sour
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OpenClaw ClawHub Broken Windows Theory – If basic sorting isn't working what is?
(loom.com)
1 points
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kaicianflone
8mo ago
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0 comments
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Broken Windows Theory: If basic sorting isn't working what is?
(loom.com)
2 points
by
kaicianflone
8mo ago
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1 comments
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kaicianflone
8mo ago
Just a shower thought
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kaicianflone
8mo ago
This feels like a symptom of a deeper issue: we’re treating AI outputs as if they’re authoritative when they’re really just single, unaccountable generations. Disclaimers help, but they don’t fix the decision process that produced the conte
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kaicianflone
9mo ago
Is this where AgentSkills come into play as an abstraction layer?
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kaicianflone
9mo ago
It is tool use with natural language search queries but going down a layer they are searched on a vector DB, very similar to RAG. Essentially Google RankBrain is the very far ancestor to RAG before compute and scaling.
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kaicianflone
9mo ago
The ledger and validation mechanisms are important. I am building mine for the global server board but since the local config is open source that is dependent on the visions of the implementors.
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kaicianflone
9mo ago
Thanks. I like to tinker, so I’m prototyping a hosted $USDC board, but Clawsensus is fundamentally local-first: faucet tokens, in-network credits, and JSON configs on the OpenClaw gateway. In the plugin docs is a config UI builder. Plugin i
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kaicianflone
9mo ago
Really enjoyed this. It’s one of the most grounded takes I’ve read on OpenClaw. You skip the hype and actually show what it looks like when someone lives with it day to day, including the tradeoffs. The examples around texts turning into re
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kaicianflone
9mo ago
OpenClaw utilizes AgentSkills designed by Anthropic so OpenClaw is plug and play with certain APIs and integrations.
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kaicianflone
9mo ago
That liability gap is exactly the problem I’m trying to solve. Humans have contracts and insurance. Agents have nothing. I’m working on a system that adds economic stake, slashing, and "auditability" to agent decisions so risk is
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kaicianflone
9mo ago
The incidence result isn’t surprising, but incidence alone isn’t a full policy critique. Consumers bear most taxes in general: corporate, VAT, payroll, etc. The real distinction is that tariffs are conditional. Currently, firms can avoid th
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kaicianflone
9mo ago
I haven’t seen this mentioned much, but Tailwind’s rise closely followed a shift away from runtime CSS-in-JS toward build-time, deterministic styling. Many JSX-era libraries (MUI, styled-components, Emotion) generate styles at runtime, whic
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kaicianflone
9mo ago
The bane of intelligence is contempt instead of curiosity
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kaicianflone
9mo ago
My momma always told me I'd be criticized by people who never build anything :)
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kaicianflone
9mo ago
Replit with vercel starter templates and supabase is amazing. I even have it do all my migrations and RLS policies. Also playwright automated testing in github action CI/CD. I have it originated from a master prompt project I have arch
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kaicianflone
1y ago
I get that. I’ve felt the same cringe at times. The sense that faith is being sold instead of shared. The irony is that the heart of Christianity doesn’t need promotion. It’s supposed to be recognized in how people live, not in how loudly t
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kaicianflone
1y ago
I actually appreciate how clearly you put that. The honesty in what you said is exactly where most people’s quiet struggle lives. You’re right that faith doesn’t begin with airtight logic. It begins when reason finally runs out of things th
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kaicianflone
1y ago
You’re absolutely right that many nations were converted by force or politics. History is full of that tension. The message of Christ abused in ways completely opposite to what He taught in the Scripture. What’s always struck me, though, is
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kaicianflone
1y ago
Fair enough but saying all certainty is irrational is itself a pretty certain belief. Everyone has faith in something, whether it’s science, reason, or their own moral compass. The difference is that Christianity doesn’t pretend we invented
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kaicianflone
1y ago
I get that, and I’m not trying to convert you through a comment thread. You’re right that many people question the evidence and honestly, I did too for many decades. I didn’t grow up with unshakable faith. I grew into it by using my intelle
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kaicianflone
1y ago
What do you mean?
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kaicianflone
1y ago
I completely agree. Mindfulness and goodwill are good for the soul. They quiet the noise and help us see ourselves more clearly. I practiced meditation for years (and I still do but with my rosary this time), and it helped me observe my tho
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kaicianflone
1y ago
Sure - How clever of you. It’s also the world’s largest religion by far. That alone says something about how deeply the message of Jesus resonates across cultures and centuries. Billions of people have found truth, hope, and transformation
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