# Claude Experts > A studio of senior Claude experts at https://claudeexperts.agency. We embed in client repositories and ship production Claude agents, MCP integrations, retrieval layers and evaluation harnesses. Fixed fee, your IP. ## Site - [Home](https://claudeexperts.agency/): Studio overview, expertise, services, credentials and pricing. - [Expertise](https://claudeexperts.agency/#expertise): Prompt and context engineering, MCP and tool design, agent architecture, evaluation, safety, Claude Code enablement. - [Services](https://claudeexperts.agency/#services): Audit, production agent build, MCP integration, eval harness, team enablement, embedded expert. - [Process](https://claudeexperts.agency/#process): Six weeks from scope to live traffic. - [Pricing](https://claudeexperts.agency/#pricing): Fixed-fee engagements from $9k. - [FAQ](https://claudeexperts.agency/#faq): Staffing, IP ownership, regulated environments, supported stacks. - [Insights](https://claudeexperts.agency/blog): Notes from production Claude work. ## Insights - [Claude Agent SDK Session Recovery: Resume, Fork, Compact, and Checkpoint Safely](https://claudeexperts.agency/blog/claude-agent-sdk-session-recovery): Learn when to continue, resume, fork, compact, and checkpoint Claude Agent SDK sessions so long-running agents can recover safely. - [Claude Agent Observability: Trace Model Calls, Tools, Cost, and Failures](https://claudeexperts.agency/blog/claude-agent-observability-opentelemetry): A production guide to tracing Claude model calls, tools, cost, failures, and task outcomes with OpenTelemetry-shaped telemetry. - [Why most Claude pilots never reach production](https://claudeexperts.agency/blog/why-claude-pilots-stall): Most Claude pilots stall on integration, evaluation and cost, not prompting. Here is what actually blocks a production launch, and how to unblock it. - [Put eval gates on your Claude agent before you scale traffic](https://claudeexperts.agency/blog/claude-eval-harness): An eval harness turns Claude quality into a CI number. Here is the minimum setup that catches regressions before customers do. - [MCP versus ad-hoc Claude tools: pick the contract, not the acronym](https://claudeexperts.agency/blog/mcp-vs-ad-hoc-claude-tools): MCP is a protocol. The production question is whether Claude has a narrow, permissioned contract with your systems of record. - [Prompt caching is how most Claude bills actually come down](https://claudeexperts.agency/blog/prompt-caching-claude-cost): Uncached long context is the usual 3x overspend. Cache the stable prefix, budget the rest, and measure cost per successful task. - [Claude agent architecture that survives real traffic](https://claudeexperts.agency/blog/claude-agent-architecture): A production Claude agent is a loop with budgets, retries and checkpoints, not a chat window with tools attached. - [Prompt injection defense for Claude agents that can write](https://claudeexperts.agency/blog/prompt-injection-defense-claude): Injection is a product and permissions problem. Treat untrusted text as data, constrain tools, and put a human on irreversible actions. - [Claude Code workflows that your engineers will actually keep](https://claudeexperts.agency/blog/claude-code-engineering-workflows): Claude Code is useful when the repository has conventions, evals and a review path. Without those it is a faster way to merge guesswork. - [Shipping Claude agents under HIPAA, SOC 2 and SOX](https://claudeexperts.agency/blog/hipaa-soc2-claude-agents): Regulated Claude work is a deployment and audit-log problem first. Model quality is necessary and still not sufficient for a security review. - [Retrieval for Claude agents: hybrid search, not a bigger window](https://claudeexperts.agency/blog/retrieval-for-claude-agents): Long context does not replace retrieval. Production agents need a small, cited, testable set of chunks and a budget for what enters the prompt. - [Where to put a human in a Claude agent loop](https://claudeexperts.agency/blog/human-in-the-loop-claude-agents): Human review belongs on irreversible writes and ambiguous intent, not on every token. Design the queue like a product, not a guilt valve. - [Structured outputs make Claude agents callable by software](https://claudeexperts.agency/blog/structured-outputs-claude): If downstream code cannot parse the answer, you do not have an integration. Use schemas, validate, and eval the JSON, not the vibe. - [Claude tool schema design: small actions, loud errors](https://claudeexperts.agency/blog/claude-tool-schema-design): Tool schemas are the product Claude actually uses. Narrow the action, require the fields, and make failure obvious in traces. - [Claude on Bedrock, Vertex or the Anthropic API: pick for control, not fashion](https://claudeexperts.agency/blog/claude-bedrock-vertex-or-api): The right Claude runtime is about data residency, IAM and procurement, not a leaderboard. Match the platform to the review you have to pass. - [What a two-week Claude Expert Audit actually inspects](https://claudeexperts.agency/blog/claude-expert-audit-checklist): An audit is traces, spend, tools, safety and a ranked remediation plan you can retest. It is not a slide deck of prompting tips. - [Context engineering for Claude: budget the window like memory](https://claudeexperts.agency/blog/context-engineering-claude): Context engineering is choosing what Claude sees, in what order, and what is cached. It is the discipline behind quality and spend. - [Multi-agent Claude systems: when a second agent earns its keep](https://claudeexperts.agency/blog/multi-agent-vs-single-agent-claude): Split agents when you have a real seam (research versus mutate, or two systems of record). Do not split them to look advanced. - [Put Claude eval gates in CI or accept shipping on instinct](https://claudeexperts.agency/blog/ci-eval-gates-claude): If the golden set is not a pull request check, it will not run the week you are late. Block on safety and writes; warn on softer slices. - [Claude latency in production: timeouts, streaming and budgets](https://claudeexperts.agency/blog/claude-latency-production): Latency is a budget. Cap steps, cache the prefix, stream when a human is waiting, and fail before the user does. - [Train your engineers on Claude using your codebase, not a sample app](https://claudeexperts.agency/blog/claude-team-enablement): Enablement that sticks is prompting, tools, evals and Claude Code on the repository you ship. Exam prep is optional. Habits are not. - [Claude computer use in production: isolate the desktop, log the clicks](https://claudeexperts.agency/blog/claude-computer-use-production): Computer use is an interface of last resort. Sandbox it, constrain the goal, and prefer APIs or MCP when the system of record has one. ## Optional - [Full LLM index](https://claudeexperts.agency/llms-full.txt): Longer abstracts of every indexable page. - [RSS](https://claudeexperts.agency/rss.xml): Machine-readable Insights feed. - [Sitemap](https://claudeexperts.agency/sitemap.xml): Canonical URL list for crawlers.