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Cursor 3 Background Agents: The Config Playbook
Most teams discover Cursor 3 background agents by accident — and then immediately hit merge conflicts, credit overruns, and setup…
Author: Frank
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Google ADK Tutorial: Skills, Parallel Agents & Vertex AI
Most Google ADK tutorials stop at a single-agent quickstart and never cover the three patterns that matter in production: SkillToolset…
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OpenTelemetry LLM Observability for AI Agents
Proprietary LLM observability SDKs lock you into a vendor's data model and leave your AI agent traces isolated from the…
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Fine-Tune an LLM for Code: LoRA, Unsloth & 2026
Most fine-tuning tutorials set you up to fail by training on synthetic data, skipping real evaluation, and ignoring silent failure…
15 min read
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Reasoning Models for AI Coding: When to Use Them
Reasoning models like o3 and Claude Opus can cost 2–5x more and take 6+ seconds to respond — but for…
18 min read
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EU AI Act Developer Compliance Checklist 2026
The EU AI Act's August 2, 2026 enforcement deadline isn't moving — and most engineering teams have a compliance gap…
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Pydantic AI Agent Tutorial: Build for Production
Pydantic AI brings FastAPI's type-safe request/response model to LLM agents — validating structured outputs, enabling clean dependency injection, and letting…
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MCP Gateway: The Missing Infrastructure Layer
Most MCP deployments don't have separate auth, observability, and rate-limiting problems — they have one missing infrastructure layer. An MCP…
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AI Coding Agent Prompt Injection Playbook
Indirect prompt injection — attacks delivered through content your agent reads, not prompts you type — accounts for over 80%…
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Guardrails AI vs NeMo Guardrails: Pick the Right Layer
Guardrails AI and NeMo Guardrails solve fundamentally different problems — one validates individual outputs, the other controls conversational flow across…