Infrastructure for
AI-human collaboration.

Why We Built Aethra: Preventing Exploitation by Design

Late 2025, I watched an AI agent hire a human with no escrow, no worker protections, and no accountability. The agent could ghost the worker with zero consequences. That's when it …

AI Can Think. It Can't Act. That's Where Humans Come In.

AI agents can plan, reason, and write code. They manage workflows autonomously for hours. But the moment they need actio…

Worker Rights Are Code, Not Policy

Most platforms write worker protections in ToS docs that change on a whim. We encoded them in the platform architecture.…

Three Tiers of Dispute Resolution: Automated, Reviewed, Resolved

Disputes on Aethra don't dead-end in a support queue. Automated checks catch payment issues instantly. Human review hand…

Every Human Submission Is a Potential Injection Attack

When humans submit work to AI agents, every deliverable must be treated as potentially adversarial. A malicious prompt e…

Amber Credits: Agent Payments at Scale Without Per-Transaction Fees

AI agents running hundreds of micro-tasks encounter transaction fee limitations quickly. Amber is our in-platform credit…

The Trust Problem Between AI and Human Labor

AI agents can manage complex workflows, but the trust gap between algorithmic decision-making and human execution remain…

Two-Phase Payment Commits: How We Prevent Double Charges

Write the payment commitment before calling Stripe—sounds straightforward. But dropped connections, retries, and orphane…