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
Agentic AI & LLMs
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Agentic AI & LLMs
Agentic AI, LLM engineering, and the models behind modern automation — multi-agent systems, LLM evaluation and comparisons, RAG, fine-tuning, AI infrastructure, security, and production AI engineering.
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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
Build a Claude Agent SDK Agent: Step-by-Step Guide
Step-by-step: build a working agent with the Claude Agent SDK — setup, system prompt, tools, the run loop, permissions, and production guardrails.
7 min read
Claude Agent SDK Architecture: How the Pieces Fit
How the Claude Agent SDK works internally — the agent loop, tool runtime, context manager, permissioning, and subagents, connected end to end.
7 min read
Accessibility Auditing with GPT Vision: Automated WCAG Compliance Checking
Use GPT Vision to perform automated accessibility audits that detect visual WCAG violations including contrast issues, missing labels, touch target sizes, and reading order problems — generating actionable compliance reports.
12 min read