Agent Builder Stack

API documentation, user guides, READMEs, SOPs, knowledge base articles, release notes, and docs-as-code workflows.

Architect high-performing email campaigns with list segmentation, subject line optimization, drip sequence design, A/B testing, automation workflows, deliverability management, and CAN-SPAM/GDPR compliance.

Production Python guidance covering type safety, Pydantic v2, FastAPI services, async patterns, pytest testing, virtual environments, and performance profiling.

Translate medical jargon, lab results, clinical documentation, and diagnostic codes into plain language for patient understanding.

Systematic code review methodology covering security vulnerabilities, performance bottlenecks, SOLID principles, refactoring techniques, and PR review workflows.

Smart contract security auditing covering vulnerability taxonomy, static analysis, invariant testing, formal verification, exploit pattern analysis, and remediation for EVM and NEAR.

Docker Compose stacks, media servers, home automation, monitoring, backup strategies, and privacy-focused self-hosted services.

Production Rust development guidance covering ownership, borrowing, error handling, async Tokio, trait design, unsafe code, and performance optimization.

Master pandas, NumPy, and data wrangling at scale covering I/O optimization, dtype strategy, cleaning workflows, EDA patterns, aggregations, joins, and memory-efficient pipelines for large datasets.

Authorized penetration testing methodology covering reconnaissance, enumeration, exploitation, privilege escalation, and reporting with OWASP Top 10 focus.

Open source license evaluation, compatibility analysis, SBOM generation, CLA/DCO workflows, and compliance auditing across permissive and copyleft licenses.

DAW workflows, mixing techniques, mastering chains, sound design, synthesis, and genre-specific production patterns.

Multi-agent design patterns including hierarchical, sequential, parallel fan-out, swarm, context isolation, and cost optimization strategies.

Production Go guidance covering goroutine concurrency, channels, errgroup, error handling, interface design, HTTP services, table-driven testing, and profiling.

DeFi protocol design covering AMM mechanics, lending markets, yield strategies, oracle integration, flash loans, MEV protection, and tokenomics modeling.

Architect defensible business plans with market sizing, unit economics, financial projections, sensitivity analysis, and investor-ready positioning.

Brand voice documentation including tone attributes, vocabulary guidelines, audience personas, messaging pillars, and voice consistency audits.

API design guidance covering REST, GraphQL, gRPC, and tRPC protocol selection, resource modeling, pagination, versioning, error formats, rate limiting, and webhooks.