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Lightweight Orchestration: Queues, Retries, Timeouts

Lightweight Orchestration: Queues, Retries, Timeouts

  • Post author:Filip Lapiński
  • Post published:January 5, 2026
  • Post category:Agents & Automation

Designing Reliable Asynchronous Task Processing Build reliable async workflows that scale: reduce failures, improve latency, and simplify recovery—practica

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Agent UI Patterns: Status, Logs, and Overrides

Agent UI Patterns: Status, Logs, and Overrides

  • Post author:Filip Lapiński
  • Post published:December 28, 2025
  • Post category:Agents & Automation

Designing Safe Automation Controls for Enterprise UIs Create clear, auditable automation controls that reduce risk and speed operations — practical pattern

Continue ReadingAgent UI Patterns: Status, Logs, and Overrides
Failure‑First Design: Make Agents Fail Safely

Failure‑First Design: Make Agents Fail Safely

  • Post author:Filip Lapiński
  • Post published:December 19, 2025
  • Post category:Agents & Automation

Designing for Safe Failures in AI Systems Practical guidance to make AI failures safe, observable, and recoverable — reduce harm, maintain trust, and accel

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Multi‑Agent Patterns Without the Hype

Multi‑Agent Patterns Without the Hype

  • Post author:Filip Lapiński
  • Post published:December 8, 2025
  • Post category:Agents & Automation

Building Reliable AI Agent Systems: Practical Guide for Engineers Design, deploy, and manage AI agent systems that meet goals reliably—learn planning, stat

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Task Decomposition: Breaking Problems into Steps

Task Decomposition: Breaking Problems into Steps

  • Post author:Filip Lapiński
  • Post published:November 25, 2025
  • Post category:Agents & Automation

How to Solve Complex Technical Problems: A Practical Framework A clear, repeatable framework to break down technical problems, set criteria, plan actions,

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Calendar, Email, Docs: Automate Routine Workloads

Calendar, Email, Docs: Automate Routine Workloads

  • Post author:Filip Lapiński
  • Post published:November 13, 2025
  • Post category:Agents & Automation

Automate recurring work across calendar, email, and documents Reduce busywork and regain hours weekly by automating scheduling, email triage, and doc hando

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Memory for Agents: What to Store and What to Forget

Memory for Agents: What to Store and What to Forget

  • Post author:Filip Lapiński
  • Post published:October 31, 2025
  • Post category:Agents & Automation

Designing Effective Long-Term Memory for AI Agents Set clear memory goals, store the right data, and enforce retention to boost agent performance and priva

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When to Use Tools vs. RAG vs. Fine‑Tuning

When to Use Tools vs. RAG vs. Fine‑Tuning

  • Post author:Filip Lapiński
  • Post published:October 19, 2025
  • Post category:Agents & Automation

When to Use RAG vs Fine-Tuning for LLM Applications Decide between Retrieval-Augmented Generation and fine-tuning to meet accuracy, latency, and privacy go

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Build a Useful Agent with No‑Code (Zapier/Make)

Build a Useful Agent with No‑Code (Zapier/Make)

  • Post author:Filip Lapiński
  • Post published:October 7, 2025
  • Post category:Agents & Automation

How to Build a Reliable No-Code Agent: Practical Steps and Checklist Define a measurable objective, choose the right no-code platform, secure credentials,

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Plan‑Act‑Reflect: A Simple Agent Loop That Works

Plan‑Act‑Reflect: A Simple Agent Loop That Works

  • Post author:Filip Lapiński
  • Post published:September 24, 2025
  • Post category:Agents & Automation

Plan‑Act‑Reflect: a practical loop for continuous improvement Use the Plan‑Act‑Reflect loop to run focused experiments, learn faster, and improve outcomes

Continue ReadingPlan‑Act‑Reflect: A Simple Agent Loop That Works
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