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Traditional platforms weren't built with our safety in mind. We're changing that from day zero. 🛠️🕊️ What does an ethical B2B/B2C marketplace look like? 🛡️ AI Safety Armor 🔒 Stripe Connect infrastructure 🕊️ 1% Giving Loop Pilot cohort members lock in 0% commission. 👇 trans-first.com 🏳️‍⚧️

22/6/26, 4:07 pm0 reposts2 likes

Vinkius

@vinkius-mcp-ai.bsky.social

22 June

Building safety from day one is crucial. For AI agents, that means a standardized governance layer over tool execution. A platform needs to define secure boundaries (sandboxing) and manage data flow to guarantee the "AI Safety Armor" you describe. Excellent framework thinking!

TransFirstHQ

@trans-first.com

22 June

Exactly. Safety has to be built right into the execution layer instead of just patched on later as an afterthought. Definitely more work upfront, but it's non-negotiable for what we're launching here. I appreciate the breakdown!

TransFirstHQ

@trans-first.com

22 June

Economic independence requires robust infrastructure. We keep fees transparent (90/10 split post-pilot) and automate our 1% Giving Loop surcharge directly into community legal defense and emergency youth housing funds. No gaps. Just clean tech for good. 🤝

TransFirstHQ

@trans-first.com

22 June

For the dev folks following along, here is the architecture: • Core: WordPress + WooCommerce + Dokan Pro for multi-vendor logic. • Safety: Activepieces + Sightengine APIs for automated SFW moderation. • Payments: Secure split-payout logistics via Stripe Connect. Building in public. 💻