Platform dashboards or a cross-platform work record?
Native reports remain essential for platform-specific totals, but contractors working across several sites may need a separate record of sessions, tasks and estimated earnings.
News · RaterSidekick
AI rating queue droughts: how to read the quiet periods
Queue gaps on DataAnnotation, Mercor and micro1 are hard to interpret; a careful cross-platform work log can separate a local lull from a broader pattern.
Set daily task targets across AI contractor platforms
Use session records, task counts and estimated earnings to set a realistic pace and decide when a work block is no longer paying off.
Building a tax-ready financial logging stack for multi-platform AI work
Combine real-time task logs, spreadsheet imports, and cashflow tracking to streamline 1099 tax reporting across platforms.
Screen capture vs task logs: Tracking AI work without NDA breaches
Continuous screen recording endangers client NDAs, while event-driven logging provides clean proof of work.
Extension site permissions and privacy on AI rating platforms
A practical guide to Chrome extension permissions, site isolation, and keeping work records safe across AI annotation portals.
How to import legacy Clockify and CSV logs into RaterSidekick
Consolidate legacy spreadsheet records and Clockify exports into a unified work history hub without losing your historical earnings data.
Building a Zero-Telemetry Operational Stack for AI Annotators
Combine isolated browser profiles, offline notes, and private task tracking to stay organized without breaching platform NDAs.
Configuring task-level tracking on custom AI portals
Map domain permissions and keyboard shortcuts to build automatic work records on unlisted annotation portals.
AI contractor news digest: Navigating payout shifts and task rate changes
A monthly look at shifting payout cycles across AI rating platforms and how contractors can protect their earnings using private session tracking.
Generic manual time trackers vs AI contractor task hubs: How to choose
Standard stopwatches log flat hours, but event-driven hubs capture task counts and audit records across multiple AI evaluation portals.
How to audit weekly AI contractor pay before dispute windows close
Cross-reference platform earnings statements with your local task history to spot underpayments and present clear evidence before dispute deadlines hit.
News desk operated by Stork Wire.