Following up on our previous update about bringing Williamson County (WilCo) online, TexArrest has officially moved into the next phase.
Williamson County booking records that include publicly available mugshots are now appearing on TexArrest.
📸 Williamson County Mugshots: Now Live
With the Williamson County integration finalized, TexArrest has begun publishing Williamson County booking records that include mugshots, starting from:
🗓 January 1, 2025
Any WilCo booking event from that date forward that includes a publicly available photo and booking details may appear on TexArrest as it is identified, processed, and validated.
This marks a major step forward in expanding coverage beyond Travis and Collin County.
⚠️ The Main Challenge: Limited Browseability
One unique challenge with Williamson County is that their public-facing portal does not offer a simple, complete “browse-all” view of current or historical bookings.
As a result, coverage depends on a combination of public search behavior, record availability, and portal constraints, which can make discovery less straightforward than counties that provide a fully browsable roster.
TexArrest is actively adapting to these limitations by improving how it identifies and processes newly available WilCo records over time.
🧠 Improving Coverage: Discovery & Automation
Current development is focused on expanding WilCo coverage while maintaining platform stability and accuracy. Work in progress includes:
- Expanding discovery coverage for publicly available WilCo records
- Reducing duplicates and improving validation safeguards
- Improving processing speed and reliability across publishing cycles
- Strengthening normalization so WilCo records match cross-county formatting standards
The goal is simple: increase WilCo record coverage over time while keeping the system stable, consistent, and defensible.
🤖 TexBot Development (In Parallel)
In parallel, development continues on TexBot — an internal automation system designed to support:
- Smarter discovery and prioritization for counties with limited browseability
- Balanced scheduling and workload management
- Reduced manual intervention
- Faster rollout across counties that publish similar public record formats
Importantly, Williamson County publishing continues while TexBot is being developed — progress on one does not block the other.
🔄 Current Status
- ✅ Williamson County integration complete
- ✅ Mugshots now publishing for WilCo booking records
- 📆 Coverage starting January 1, 2025
- 🔄 Coverage expansion and validation improvements in progress
- 🤖 TexBot in development to improve discovery efficiency
🚀 What’s Next
- Increase WilCo coverage as additional records become available
- Continue publishing WilCo records as they are identified and processed
- Improve automation speed and stability across publishing cycles
- Apply lessons learned to other counties with similar portal constraints
- Move closer to unified, statewide public arrest visibility
Williamson County is a major proving ground for TexArrest’s automation strategy, and progress here directly accelerates expansion across Texas.
More updates coming soon.