Run against the target system through a real browser as a human-like user.

implemented

Playwright worker runtime + Action Engine + Live Monitor

The worker now launches a real browser runtime, stabilizes the page, and executes live browser actions through the new action pipeline.

Do not depend on fixed XPath or screen coordinates.

implemented

Deep Selector Crawler + scoring Element Resolver

The executor now crawls DOM, shadow roots, and nested frames, then resolves targets through weighted scoring instead of fixed XPath.

Handle dynamic SPA systems such as monday, Jira, GitHub, including soft navigation and live UI updates.

implemented

Live Monitor + SPA-aware Action/Extraction engines + platform presets

Soft navigation, DOM mutations, request activity, and rich SPA controls are now monitored and used during execution and extraction.

Extract data even when the target offers no usable API.

implemented

Extraction Engine + Data Mirror upsert pipeline

The worker now extracts tables, forms, visible text, and interactive elements from live pages and syncs normalized records into the internal mirror.

Perform live actions repeatedly, not one-off scripts.

implemented

Workflow worker + Action Engine + post-validation

Queued workflows now execute real browser actions with retries, multiple click strategies, evidence capture, and post-action validation.

Send extracted data or action results to other systems.

partial

Outbound connector schema and API surfaces

Connector configuration is present; outbound delivery logic still needs implementation.

Enforce client-specific restrictions such as denying delete for one client and allowing it for another.

partial

Policy rules, approval queue, workflow policy simulation

The policy layer exists and can simulate decisions, but real action-time enforcement awaits the executor.

Stop safely on MFA or CAPTCHA and resume with human input.

implemented

HitlInterceptor + workflow runtime wait/resume + dashboard response API

The worker now pauses live browser execution, persists a challenge, waits for human input, injects the response into the active page, and resumes execution.

Support free-text AI planning over mirrored operational data.

implemented

Mirror-aware LLM gateway + planner API + tenant-scoped data fetch

The platform now exposes a configurable local-model gateway and a planner route that builds prompts from real tenant mirror data and policy summaries.