Hardware Entrepreneur. Wannabe Cryptographer. Former EIR at Matter Labs. Jevlinist @JevlinAI
San Francisco, CA
Joined March 2019
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- Following81
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Everyone talking about taking screenshot directly from copy tweet link. I have been searching for an hour. Where is it?
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Built on @ExaAILabs @p0 @Tiny_Fish @BraveSearchAPI @serperapi @perplexity_ai Coming soon with @tavilyai @youdotcom
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I always thought my claude code search is good enough.... Boi was I wrong.🙄
We raced 6 search APIs on 112 midterm races: who finds the winner before AP calls it?
No single engine won. Out of 112:
@ExaAILabs 54
@SerperAPI 49
@Tiny_Fish 43
@BraveSearchAPI 35
Parallel (@P0) 35
@Perplexity_AI 33
All 6 at once, through @JevlinAI: 70
Most SF Startups are trying to crack continual learning from the harness…
But that’s only because they still think RL is either too hard or too expensive .
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This is what a CLI for continual learning looks like.
rlcli trains your agent’s model with fused GSPO on your own GPUs — one forward_backward("gspo") call, 23% faster steps.
Traces in, weights out. Open source.
Bring traces from LangSmith, chat logs, or your own environments.
Runs on your local Docker — no cloud sandbox account.
Nothing leaves your machine.
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No more duct-taping a training API to an RL engine.
Repo: github.com/polygramme/rlcli
pip install polygramme-rlcli
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Gaurav Shukla retweeted
Long-lived API credentials shouldn’t live inside coding agents or sandboxes.
In this demo, an agent tries to post to Linear, gets blocked, then uses OpenCloak to perform an RFC 8693 token exchange, get a short-lived scoped token, and complete the action.
My co-founder @RunnerElektrode built an open-source prototype. Repo in reply.
Introducing OpenCloak: Auth0-style OAuth Vault for @openclaw
Keeps Discord/Github/Slack credentials outside of OpenClaw. Uses @Tailscale's tsidp for agent identity and implements a RFC 8693 token exchange.
Self hosted alternative to @auth0 vault
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The following could be extended to self-hosted MCP auth solutions, acting as a token exchange server for scope-based session management.
Support for @okta @WorkOS @descopeinc is a no-brainer.
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code is open source here: github.com/runnerelectrode/o…
If you're deploying locally, you'll still need Tailscale.
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