TonicAI/textual
Mar 2025 – Mar 2026
4 Months active
Languages Used
Python
Technical Skills
API DevelopmentBackend DevelopmentDebuggingData ValidationTestingConfiguration Management
ander steele
PROFILE
Ander Steele
Contributed to the TonicAI/textual repository by building and enhancing backend features focused on data privacy, configurability, and developer usability. Developed and optimized the Redaction API, introducing conditional payload logic in Python to reduce unnecessary data transmission and improve privacy hygiene. Updated ZIP code redaction tests to enforce a 5-digit format, aligning with evolving policy requirements and ensuring robust data validation. Enabled flexible PiiState configuration by supporting both string and enum values, maintaining backward compatibility. Delivered a Python SDK for model-based custom entities, implementing CRUD operations and training workflows, while expanding unit testing to ensure reliability and maintainable integration points.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
5Total
Bugs
0
Commits
5
Features
4
Lines of code
1,424
Activity Months4
Your Network
16 peopleSame Organization
@tonic.ai7
Shared Repositories
9
Adam KamorMember
Daniel FurseMember
ethan-tonicMember
Joe FerraraMember
johnnyMember
Luke AtkinsMember
Luke AtkinsMember
Travis MatthewsMember
ZvikaMember
Work History
March 2026
1 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for TonicAI/textual focused on delivering a Python SDK for model-based custom entities and improving data/model management UX. Key work included building core SDK components, exposing them via API surfaces, fixing a critical pagination bug, and expanding testing to support robust release readiness.
1 Commits • 1 Features
Mar 1, 2026March 2026 monthly summary for TonicAI/textual focused on delivering a Python SDK for model-based custom entities and improving data/model management UX. Key work included building core SDK components, exposing them via API surfaces, fixing a critical pagination bug, and expanding testing to support robust release readiness.
March 2026
May 2025
1 Commits • 1 Features
May 1, 2025Monthly summary for 2025-05 focused on delivering flexible PiiState configuration in TonicAI/textual by enabling string values in the generator config, with tests validating parity against existing enum-based configurations and a version bump to prep release. This work enhances configurability for redaction and synthesis workflows and supports smoother integration with client configs.
May 2025
1 Commits • 1 Features
May 1, 2025Monthly summary for 2025-05 focused on delivering flexible PiiState configuration in TonicAI/textual by enabling string values in the generator config, with tests validating parity against existing enum-based configurations and a version bump to prep release. This work enhances configurability for redaction and synthesis workflows and supports smoother integration with client configs.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025: Focused on aligning redaction rules with policy by updating ZIP code redaction to a 5-digit format in TonicAI/textual. The change entailed updating tests to reflect new expectations and preventing future regressions in production accuracy. Delivered a precise, low-risk test-driven update with a single commit that updates test_redact.py, ensuring test suite stability and policy compliance. This work reduces risk of sensitive data leakage by ensuring redaction rules stay current with regulatory expectations and internal privacy standards.
1 Commits • 1 Features
Apr 1, 2025April 2025: Focused on aligning redaction rules with policy by updating ZIP code redaction to a 5-digit format in TonicAI/textual. The change entailed updating tests to reflect new expectations and preventing future regressions in production accuracy. Delivered a precise, low-risk test-driven update with a single commit that updates test_redact.py, ensuring test suite stability and policy compliance. This work reduces risk of sensitive data leakage by ensuring redaction rules stay current with regulatory expectations and internal privacy standards.
April 2025
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 summary for TonicAI/textual developer contributions focused on Redaction API improvements and code cleanup, delivering business value through more efficient payloads and cleaner code. Implemented conditional payload logic to include customPiiEntityIds only when custom_entities is not null, reducing unnecessary data transmission and improving privacy hygiene.
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 summary for TonicAI/textual developer contributions focused on Redaction API improvements and code cleanup, delivering business value through more efficient payloads and cleaner code. Implemented conditional payload logic to include customPiiEntityIds only when custom_entities is not null, reducing unnecessary data transmission and improving privacy hygiene.
Activity
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Quality Metrics
Correctness96.0%
Maintainability96.0%
Architecture96.0%
Performance96.0%
AI Usage28.0%
Skills & Technologies
Programming Languages
Python
Technical Skills
API DevelopmentAPI developmentBackend DevelopmentConfiguration ManagementData ValidationDebuggingTestingbackend developmentmachine learningunit testing
Repositories Contributed To
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