What a Claude expert is actually good at.
Prompt and context engineering, MCP and tool design, agent architecture, evaluation, safety and Claude Code enablement from senior Claude specialists. These six disciplines decide whether a Claude system holds up on live traffic.
Prompt and context engineering
Structured prompts, system-prompt design, long-context strategy and caching that removes spend without touching answer quality.
In practice: Shipped across 40+ production workloads
MCP and tool design
Model Context Protocol servers and tool schemas Claude calls correctly the first time, scoped and permissioned against real systems of record.
In practice: Salesforce, SAP, Snowflake, Jira, internal APIs
Agent architecture
Multi-step agents with planning, sub-agents, memory, retries, budget ceilings and human checkpoints placed at the seams that matter.
In practice: Single-agent to multi-agent orchestration
Evaluation and quality
Golden datasets, judge rubrics, regression gates in CI and a dashboard that turns model quality into a number your leadership can read.
In practice: Eval gates wired from week one
Safety and governance
Injection resistance, refusal handling, PII redaction, audit trails and deployment patterns that pass security and legal review.
In practice: HIPAA, SOC 2 and SOX engagements
Claude Code and team velocity
Agentic coding workflows, repository conventions and enablement so your own engineers keep shipping confidently after we step out.
In practice: Handover built into every engagement