Topic

prompt engineering

All AI agent cost optimization AI code review AI input validation AI red team AI security AI testing About Claude Code Context Creativity Cursor Engineering FDA clinical AI Free JSON prompting LLM context window LLM cost optimization LLM guardrails LLM orchestration LLM output format LLM output quality LLM prompting 2026 LLM security LLM testing MCP OWASP PRD generation Prompt SEC filings SEO SQL generation STRIDE Security accounting advisory agent communication protocol agent coordination prompts agent error handling agent handoff pattern agent memory agent orchestration agent state transfer agentic agentic AI agentic prompting agentic retry logic agentic workflow design agentic workflows agents application security applied applied prompting automated bug detection automated prompt engineering autonomous agent patterns chain of verification claude code subagents clause extraction client-communication clinical decision support code quality coding agents constraint specification context engineering context window optimization contract review cost optimization cursor background agents cybersecurity database migrations development earnings calls feedback loops few-shot prompting financial analysis function calling function-calling hallucination detection hallucination prevention healthcare AI prompting incident response iterative refinement legal prompting llm-configuration log analysis medical AI guardrails meta-prompting model routing multi-agent architecture multi-agent handoff multi-agent prompting multi-agent system design multi-agent workflow multi-model architecture multi-role prompts mutation testing negative prompting parallel coding agents persona prompting product management prompt chaining prompt chains prompt constraints prompt decomposition prompt engineering prompt engineering healthcare prompt engineering patterns prompt engineering techniques prompt filtering defense prompt injection prompt iteration prompt optimization prompt security prompt-engineering prompting-techniques red teaming role prompting sampling-parameters schema changes schema-first prompting security operations security prompting security testing self-checking AI self-healing AI agent self-improving agents self-improving prompts software development structured output supervisor agent pattern system prompt design system prompts task decomposition temperature test generation threat detection threat modeling token budget tool use tool-use top-p user research synthesis verification prompting zero-shot prompting

Agent Handoff Protocols: How to Transfer State Between Specialized Agents Without Context Loss

Mar 29, 2026 •6 min

Agent Handoff Protocols: How to Transfer State Between Specialized Agents Without Context Loss

The structured handoff format that makes multi-agent pipelines actually reliable

Building Retry Logic Into Agent Prompts: Self-Healing Workflows That Don't Need Human Intervention

Mar 29, 2026 •7 min

Building Retry Logic Into Agent Prompts: Self-Healing Workflows That Don't Need Human Intervention

Teach your agent to detect its own failures, diagnose the cause, and try a different approach

Tool-Use Prompt Design That Prevents Hallucinated Function Calls in Production

Mar 29, 2026 •6 min

Tool-Use Prompt Design That Prevents Hallucinated Function Calls in Production

Why your agent invents tools that don't exist and the three-line fix that stops it

The Supervisor-Worker Agent Pattern: One Smart Model Plans, Cheap Models Execute

Mar 29, 2026 •7 min

The Supervisor-Worker Agent Pattern: One Smart Model Plans, Cheap Models Execute

How to architect multi-agent systems that cost 90% less than running Opus on everything

Context Engineering for Agents: Manage What Your LLM Sees Across 50 Turns Without Losing the Thread

Mar 29, 2026 •6 min

Context Engineering for Agents: Manage What Your LLM Sees Across 50 Turns Without Losing the Thread

The 2026 skill that replaced prompt engineering as the bottleneck for agentic systems

Prompting for Financial Analysis: Extract Insights From Earnings Calls and SEC Filings

Mar 28, 2026 •7 min

Prompting for Financial Analysis: Extract Insights From Earnings Calls and SEC Filings

Structured prompts that turn 100-page filings into actionable intelligence

Test Generation Prompts That Produce Tests Worth Keeping

Mar 28, 2026 •6 min

Test Generation Prompts That Produce Tests Worth Keeping

Why most AI-generated tests are useless and the prompt structure that fixes it

Prompting for Database Migrations: Generate Safe, Reversible Schema Changes

Mar 28, 2026 •7 min

Prompting for Database Migrations: Generate Safe, Reversible Schema Changes

The constraint-heavy prompt template that prevents destructive migrations

The System Prompt Architecture for Coding Agents: What Claude Code and Cursor Get Right

Mar 28, 2026 •6 min

The System Prompt Architecture for Coding Agents: What Claude Code and Cursor Get Right

Reverse-engineering the prompt patterns behind production coding agents

Agentic Code Review: Prompts That Catch Bugs Static Analysis Misses

Mar 28, 2026 •7 min

Agentic Code Review: Prompts That Catch Bugs Static Analysis Misses

The code review prompt chain that finds logic errors, not just style violations

Building Prompt Guardrails: Input Filtering and Output Validation for LLM-Powered Apps

Mar 28, 2026 •8 min

Building Prompt Guardrails: Input Filtering and Output Validation for LLM-Powered Apps

The defense-in-depth prompt security stack every AI app needs

Prompting for Threat Modeling: STRIDE Analysis With an LLM Co-Pilot

Mar 28, 2026 •6 min

Prompting for Threat Modeling: STRIDE Analysis With an LLM Co-Pilot

Turn architecture diagrams into threat models in 15 minutes