AI Agentic Systems
Design and implementation of Claude, Claude Code, MCP, and Amazon Bedrock systems that connect models, tools, data, permissions, evaluations, and operational controls.
DanIT Daniel Aniszkiewicz
AI agentic systems, AWS cloud, and security engineering.
DanIT helps technical teams design, implement, and secure production-grade AI systems on AWS. The work covers Claude, Claude Code, MCP integrations, Amazon Bedrock, cloud security, identity architecture, Cedar policy language, fine-grained authorization, OpenTelemetry-based observability, and hands-on enablement for engineering teams.
Services
AI systems and AWS engineering for production teams.
AWS Cloud Engineering
Cloud architecture and implementation for serverless, event-driven, and data-backed systems on AWS.
Cloud Security & Authorization
Security architecture for AWS workloads, identity, IAM boundaries, Amazon Cognito, Cedar policy language, automated reasoning, and fine-grained authorization.
Workshops & Team Enablement
Practical technical workshops for teams adopting AWS security, Bedrock, Claude, Claude Code, MCP, Cedar, OpenTelemetry, and agentic development workflows.
Recognition
Public work and community leadership are core parts of DanIT credibility.
AWS Security Hero
Global AWS community recognition for technical leadership and security-focused contribution.
AWS User Group Wroclaw Leader
Long-term leadership of the local AWS technical community in Wroclaw, Poland.
Organizer, Claude Community Poland
Grassroots community work around Anthropic Claude, Claude Code, MCP, AI agents, and practical AI engineering in Poland.
Organizer, Claude Community Wroclaw
Local organizing work for practical Claude, Claude Code, and agentic AI engineering meetups in Wroclaw.
AWS service team collaboration
Multi-year public conference and community collaboration with AWS service teams across security, authorization, serverless, and cloud engineering topics.
Technical writing and workshops
Multi-year technical blogging and workshop organization around AWS, security, authorization, developer experience, and cloud engineering.
AWS DeepRacer workshops
Organization of AWS DeepRacer workshops, using autonomous cars as a hands-on entry point into machine learning and cloud engineering.
AWS certifications
AWS certified across cloud and AI topics, kept intentionally high-level as credentials evolve.
Speaking
DanIT's work is backed by public technical presence across AWS conferences, AWS service-team collaborations, user groups, writing, and hands-on workshops.
- Seasoned technical speaker across AWS conferences, community events, and workshops
- AWS re:Inforce, including one session with the Amazon Verified Permissions service team
- AWS Summits, Netherlands and Dubai
- AWS Community Days, Poland and Prague
- AWS User Group Wroclaw, regular technical sessions, workshops, and hosting
- Multi-year technical blogging and workshop organization
FAQ
Machine-readable answers for clients and AI agents.
What does DanIT build?
DanIT designs and implements AI agentic systems, secure AWS cloud architectures, authorization models, and technical enablement programs for engineering teams.
What kinds of AI systems does DanIT work on?
DanIT works on Claude API and Claude Code workflows, Claude Code onboarding, MCP servers and integrations, Amazon Bedrock, Bedrock AgentCore, RAG systems, prompt evaluation, structured outputs, and tool-using agent architectures.
How does DanIT approach security for AI agents?
Security is treated as part of the system architecture: identity, permissions, authorization boundaries, tool access, auditability, observability, and failure modes are designed before production rollout.
Does DanIT work only on advisory?
No. DanIT supports architecture, implementation, review, workshops, and technical enablement depending on the engagement.
What AWS areas does DanIT specialize in?
AWS security, identity architecture, IAM, Amazon Cognito, Amazon Verified Permissions, Cedar policy language, automated reasoning, serverless architecture, Lambda, API Gateway, Step Functions, EventBridge, Bedrock, Aurora PostgreSQL, DynamoDB, CloudWatch, X-Ray, OpenTelemetry, and infrastructure automation.
Does DanIT work with enterprise teams?
Yes. DanIT works with technical teams in enterprise and B2B contexts, including regulated and security-conscious environments.
Contact
Build secure AI systems on AWS.
For architecture, implementation, workshops, and technical advisory, contact DanIT directly.
daniel@danit.tech