The Real ROI of Building Agents with Claude Agent SDK
A concrete cost model for agents built on the Claude Agent SDK — where token, labor, and cycle-time savings actually come from, and how to defend the budget.
7 min read
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AI Voice Agent Insights & Guides
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
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Migrating a Workflow to a Claude Agent SDK Agent Safely
A staged playbook for moving an existing workflow onto the Claude Agent SDK — shadow mode, gradual rollout, guardrails, and tested rollback.
7 min read
Evals for Claude Agents: Measuring Quality & Gating Ships
Build an eval loop for Claude Agent SDK agents — score trajectories, use an LLM judge, and gate releases on measurable quality thresholds.
7 min read
Hardening Claude Agents: Sandboxing & Prompt-Injection
Secure Claude Agent SDK agents with sandboxing, least privilege, safe secret handling, and layered prompt-injection defenses.
7 min read
Cutting Claude Agent Token Costs: Caching & Batching (Building Agents With Agent SDK)
Make Claude Agent SDK runs cheap and fast with prompt caching, context pruning, parallel tool calls, batching, and per-step model selection.
7 min read
Debugging Claude Agent SDK Agents: Loops, Bad Tool Calls
Trace and fix the common Claude Agent SDK failure modes — runaway loops, wrong tool calls, and hallucinated arguments — with concrete instrumentation.
8 min read
Context Design for Claude Agent SDK: What to Include
Design context for Claude Agent SDK agents: what to include, what to prune, just-in-time retrieval, and using subagents to keep windows lean.
7 min read
Wiring MCP Servers Into Claude Agent SDK Agents
Connect MCP servers to Claude Agent SDK agents safely: auth, tool schemas, transient vs semantic errors, timeouts, and idempotency for writes.
7 min read
Claude Agent SDK Patterns: Prompts, Tools, Context
Reusable code-level patterns for Claude Agent SDK agents: layered prompts, narrow tool APIs, context budgeting, planning, and output contracts.
7 min read
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