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Verify that fix commits properly address audit findings without introducing new bugs or security vulnerabilities.
Production-grade LLM applications, RAG systems, and intelligent agent architectures for enterprise AI. \n \n Supports major LLM providers (OpenAI, Anthropic, open-source models) w…
Red team simulation framework based on MITRE ATT&CK phases and adversary tactics. \n \n Covers 12 attack phases from reconnaissance through impact, with objectives and techni…
Generate a comprehensive, investor-ready business case document covering market opportunity, solution, competitive landscape, financial projections, team, risks, and funding ask f…
Small, continuous improvements prevent errors by design and avoid over-engineering. \n \n Four core pillars guide development: incremental refinement over revolutionary changes, e…
Framework for production server operations covering process management, monitoring, logging, and scaling decisions. \n \n Covers seven core operational areas: process management t…
Persistent markdown-based planning system for organizing complex multi-step tasks and research projects. \n \n Creates three working files ( task_plan.md , findings.md , progress.…
Curated collection of role-based, task-specific, and analytical prompt templates for common development workflows. \n \n Includes 15+ ready-to-use prompts across categories: exper…
GraphQL schema design, resolver patterns, and production safety best practices. \n \n Covers nine core capabilities including schema design, resolvers, federation, subscriptions,…
You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, a…
