La Shara Cordero

Civic Technologist · Applied AI Systems Builder · Product Leader

10+ Years California Court & Government Operations (2015–Present)

clewlabs.org lasharac@gmail.com linkedin.com/in/la-shara-cordero github.com/earlgreyhot1701D dev.to/earlgreyhot1701d
Operating Ethos: Evidence before conclusion · Structure before intelligence · Human authority remains visible California, USA

§ 01 Selected Systems & Technical Projects

Verity Lex Flagship Civic AI

Cited public record readiness surface for California courts. Bounded agent locates and extracts evidence; deterministic registry computes the result. Every claim inspectable.

Stack: Next.js, GPT 5.6, Tavily, TypeScript deterministic engine, published methods, audit bundle.

Agentis Lux Developer Tooling

Scanner & 50-site benchmark making the "second audience" visible: what autonomous retrieval bots encounter when parsing latency, permissions, and structure across the modern web.

Stack: AWS Lambda, Amazon Bedrock, DynamoDB, Vercel, deterministic parser benchmark.

Heimdall Sponsored Evaluation

Least-privilege RBAC test harness for AI gateways (Bifrost). 3 scoped roles across 3 model tiers, 9 calls, negative control, and falsification test tracing to an append-only audit log.

Stack: Bifrost Gateway, Python test harness, RBAC policy suite, immutable audit trail.

Clew Directive AWS Semifinalist

Stateless, privacy-focused tool synthesizing personalized curricula through verified free resources. Multi-agent Scout + Navigator + Curator pattern with zero retained personal data.

Stack: AWS Amplify, Amazon Nova, AWS Lambda, S3, TypeScript CDK, Next.js.

Themis Lex Judicial Alignment

Role-based AI readiness guidance for California judicial staff. Evaluates specific court workflows against statutory sensitivity guidelines to preserve human authority where required. Stack: Claude Haiku, AWS Bedrock, server-side PDF generator.

§ 02 Court Operations Leadership & Public Administration

Court Operations & Public Administration Leader 2015 – Present

California Judicial & Municipal Systems

  • Direct frontline courtroom operations, record integrity, and statutory workflows across complex California public systems.
  • Enforce evidentiary boundaries, data custody, and jurisdictional constraints where failure carries legal and civic consequence.
  • Pioneered frontline court AI capacity initiatives, evaluating practical feasibility, access control risks, and workforce impact before software adoption.
  • Architected 40+ deterministic tools, audit suites, and prototypes (2025–present) translating judicial operational judgment into working software.

§ 03 Honors & Verified Industry Proof

National Conference: Presenter at the National Association for Court Management (NACM 2026) on frontline court AI capacity (Presentation Deck).
Netlify Challenge: Dual Winner for Most Prolific (33 deterministic applications) and Most Consistent (26 build days) in Netlify Hot AR Summer (250+ entries).
DEV Editorial: Featured in DEV’s Top 7 Posts of the Week + 2× Community Favorite Gem Awards (Satisficing & Block Zero).
Hackathon: Top 1.6% (4th of 250 builders) in the 2026 AI Vibe Coding Hackathon.
AWS Builder: AWS 10,000 AIdeas Semifinalist & California Community Colleges AI Camp selection.

§ 04 Technical Practice & Practice Domains

Civic & Judicial AI

Readiness intelligence, deterministic registries, evidentiary custody, boundary enforcement, and court staff capacity.

Governance & Gateway Controls

AI Gateway RBAC (Bifrost), least-privilege scoping, falsification testing, append-only logs, and retrieval benchmark audits.

Architecture & Infrastructure

TypeScript, Next.js, AWS (Lambda, Bedrock, Amplify, DynamoDB, CDK), Python test harnesses, Gemini Flash, Claude Haiku.