The fenbs blogAll articles
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- Claude Team Analytics: What to Measure and WhyUse Claude Team usage reports to understand adoption, then check whether the work improves. A practical review separates activity, outcomes, and the decisions your team makes next. · 5 min read
- Cloudflare Agent Memory: Persist State Across SessionsCloudflare Workers run at the edge without a persistent process, so agent memory must be written to a durable store to survive across sessions. Here is how to choose between KV, Durable Objects, and D1. · 5 min read
- Using Copilot as an AI SummarizerMicrosoft Copilot can summarize documents, emails and web pages directly inside Microsoft 365 apps. Getting a reliable result means asking clearly, checking the summary against the original, and saving the verified takeaways somewhere useful. · 5 min read
- Copilot Studio vs Cowork: Which Fits Your Workflow?Copilot Studio is a platform for building and deploying assistants that other people use. Cowork is a desktop AI assistant you use yourself to delegate tasks. They solve different problems, and the choice between them depends on who the AI is working for. · 5 min read
- Cursor Rules for a PRD: Keep Requirements in ContextHow to reference a product requirements document in Cursor rules without duplicating it in every rule file, and how fenbs keeps the accepted decisions, tasks, and scope changes. · 4 min read
- Gemini for Notes: Organize and Reuse Project KnowledgeTurn existing study or work notes into an organized, source-checked recap with Gemini. Preserve the original evidence and carry only useful project context forward. · 5 min read
- Get Started With ChatGPT: Your First Reviewed Work SessionComplete one useful ChatGPT session using a small work or study exercise. Choose safe inputs, ask for a checkable result, revise it, and save what will help next time. · 5 min read
- How to Keep Claude Organized Across Projects and ChatsGive each project a short starting record, name chats by their purpose, and save decisions separately from discussion. A small closing routine makes the next session easier to start. · 5 min read
- How to Test AI Systems: Cases, Checks, and Regression TestsTesting an AI system means defining what correct behavior looks like, running repeatable evaluation checks, and catching regressions when the model or prompt changes. Here is a practical approach for developers. · 6 min read
- Prompt Chaining: Break a Work Task Into Checkable StepsPass reviewed outputs between linked prompts so you can catch mistakes before they spread. Start with a short manual workflow and save a clear handoff. · 5 min read
- Obsidian Zettelkasten: Link Notes for AI-Assisted ResearchBuild linked research notes with a traceable route back to each source. Use AI to test a synthesis while keeping the project’s next work outside the archive. · 5 min read
- OpenAI in Excel: Use AI for Formulas and AnalysisUse OpenAI tools to draft Excel formulas and investigate spreadsheet questions. A clear analysis brief and independent checks keep useful suggestions from becoming unchecked conclusions. · 5 min read
- RAG vs Agentic RAG: Fixed Retrieval or Adaptive Search?A fixed RAG pipeline searches before answering. Agentic RAG lets a model direct the search as it works. Compare evidence quality, response time, access boundaries, and the work record each needs. · 7 min read
- Second Brain With QMD: Retrieve Notes for the Task at HandUse QMD to find relevant Markdown notes, then check their sources and connect the answer to the work you are doing now. · 6 min read
- Why Does Claude Code Need Git? When It Actually MattersClaude Code works without Git for simple edits, but several important workflows depend on a repository. Here is what Git gives Claude Code, what it records versus what session state records, and what neither captures. · 6 min read
- Zettelkasten Folder Structure: Keep Notes Easy to FindStart with a few folders for capture, sources, and linked ideas. Use this Obsidian example to keep storage simple while letting notes connect across subjects. · 5 min read
- Zettelkasten in Goodnotes: Connect Handwritten IdeasBuild a handwritten note collection around clear claims, typed links, and a small index. Keep reviewed conclusions ready for the projects that need them. · 5 min read
- AI Copywriting: Compare Tools and Keep Your Brand VoiceChoose AI copywriting tools by the marketing drafts you need and the review process around them. Keep your audience, approved claims, and reusable instructions clear across the team. · 8 min read
- AI Document Extraction: Turn Files into Checked DataAI document extraction pulls named fields from invoices, contracts and forms and returns them as structured data. Here is how to define fields, validate results against their sources, and handle the exceptions every real batch produces. · 5 min read
- AI for Graphic Designers: Tools and a Practical WorkflowEvaluate AI tools against real design work, from concept exploration to production checks. Keep client requirements, approved directions, and revision history clear throughout the assignment. · 8 min read
- AI for Visual Learners: Diagrams, Examples, and RecallAI can turn dense study material into diagrams, comparison tables, and visual examples. Save the source links and reusable prompts that worked, so each study session builds on the last rather than starting from scratch. · 5 min read
- AI Memory Management: Keep Useful Facts and Retire Stale OnesManage AI memory with a short routine for checking sources, correcting facts, and retiring old instructions. Keep approved project rules separate from personal preferences. · 5 min read
- Best AI for Blog Posts: Compare Drafts and Keep Your VoiceChoose an AI writing tool by its ability to use your sources, follow your instructions, and survive editing. Keep the audience and approved work consistent across sessions. · 8 min read
- Best SEO AI Writer: Choose for Research and ReviewThe best SEO writing tool helps you produce a useful, supportable answer with less editorial repair. Compare tools by source handling, page plans, voice, and control over the final draft. · 8 min read
- Can AI Replace Financial Advisors? Tasks and LimitsAI assists with financial research, document summaries, and calculation drafts. Professional judgment, fiduciary duty, and personalized advice for complex situations stay with a licensed advisor. · 6 min read
- Can Claude Run Multiple Chats at Once?You can open multiple Claude chats simultaneously in separate browser tabs, and each one runs independently. Here is how parallel chats work, what context boundaries mean for your work, and how to keep concurrent tasks coherent. · 4 min read
- ChatGPT for Team-Building Activities: Prompts and PlanningChatGPT can generate team-building activity ideas quickly, but the output needs review against your actual team's needs. Here is how to prompt well, filter the results, and keep what works for next time. · 5 min read
- Claude Artifacts Library: Find and Organize Your WorkClaude does not have a global searchable library for Artifacts. They live inside individual conversations. Here is how to find them, keep them organized, and stop losing work you need again. · 5 min read
- Claude for Note Taking: Organize Notes and Follow-Up WorkUse Claude to turn rough notes into a checked meeting record. Keep source details, confirmed decisions, and the next action clear enough to reuse. · 5 min read
- Claude Projects Alternatives for Shared AI WorkChoose a Claude Projects alternative by what needs to survive: project sources, reusable instructions, or the decisions and next steps that other AI apps need. · 8 min read
- Claude Research Agent: Build a Source-Checked WorkflowClaude can handle literature reviews, competitive analysis, and source assessment — if you structure the task well. Here is how to brief it, evaluate sources, and keep verified findings across sessions. · 4 min read
- Claude Skills for Java: Review and Test TemplatesReusable Claude skills for Java let you review code changes against project conventions and plan meaningful tests without rebuilding the checklist each time. Lessons saved in fenbs carry project-specific knowledge from one fix to the next. · 5 min read
- Copilot Studio SQL Server Connector: Access and Query ChecksConnecting Copilot Studio to SQL Server requires getting authentication, gateway configuration, and query scope right before deploying. Here is how to check each requirement and keep non-sensitive data definitions and reviewed decisions available across the team. · 5 min read
- NotebookLM Flashcards: Create, Check, and Review Study CardsNotebookLM (now Gemini Notebook) can generate flashcards from your uploaded sources. Here is how to ask for cards that test real understanding, verify them against the material, and turn wrong answers into lasting lessons. · 5 min read
- Generative AI for Developers: A Practical Learning PathA project-based learning path for developers moving from using AI tools to understanding how to build and evaluate a small AI application, with lessons and context that carry forward between sessions. · 5 min read
- Learn AI: A Practical Path From Basics to Useful WorkLearn to use AI through small, reviewable tasks. Build the habits of clear instructions, source checking and reusable lessons before moving into technical study. · 5 min read
- How to Make ChatGPT Not Sound Like AI: Fix a Generic DraftDiagnose what feels generic before requesting another rewrite. Replace empty claims, repetitive structure, and borrowed enthusiasm with facts and a voice you approve. · 5 min read
- How to Share Claude Agents Across Projects and TeammatesSharing a Claude agent means sharing its definition: the instructions, tool list and constraints that make it behave consistently. This guide covers packaging reusable agent definitions, keeping them up to date, and using fenbs to hold the shared prompts and work decisions separately from the configuration files. · 7 min read
- How to Turn Off ChatGPT Chat HistoryUse a temporary chat for a conversation you do not want in history. Review existing chats, memory and training settings separately before assuming anything was removed. · 5 min read
- OpenCode MCP Server Setup: Connect Tools and Shared ContextOpenCode supports MCP servers through a JSON config file, letting you add custom tools alongside its built-in capabilities. Here is how to configure MCP connections in OpenCode, authenticate with remote servers, and keep project rules and progress available across coding tools. · 4 min read
- Update an MCP Server: Check Versions and Verify the ConnectionUpdating an MCP server involves more than bumping a version number. You need to check whether the tool list changed, whether existing tool calls still work, and whether anything in your AI client config needs to change. Here is how to do it safely, and how to record lessons from updates that went wrong. · 4 min read
- Multi-Model AI: Work Across Models Without Losing ContextMulti-model AI means using more than one AI model in your work. Learn where that helps, how it differs from multimodal AI, and what keeps instructions and progress consistent when you switch. · 6 min read
- NotebookLM Pricing: Plans, Limits, and Choosing a SubscriptionNotebookLM — now called Gemini Notebook — has a free tier and a paid option through Google One AI Premium. Here is what to check before choosing a plan for a research workload. · 4 min read
- NotebookLM Audio Transcription: From Recording to Useful NotesGemini Notebook (formerly NotebookLM) accepts audio files as sources and processes their transcripts for Q&A. Here is the workflow, what formats it accepts, what the transcript looks like, and how to handle failures. · 5 min read
- Obsidian Copilot Memory: Keep Vault Context UsefulUse vault notes, project context, and explicit handoffs to make Obsidian Copilot sessions easier to continue. Keep source material separate from approved decisions and current next steps. · 5 min read
- OpenAI Data Analysis: From a Question to Checked ResultsUse OpenAI tools to explore a dataset, inspect the calculation, and separate a useful finding from an unsupported explanation. Keep enough context to repeat the work. · 5 min read
- Second Brain Apps for Android: Choose by the Work You DoChoose an Android second brain by how easily you capture a thought, find its source, and reuse the useful parts in your next AI session. · 8 min read
- Start a Business With ChatGPT: Test the Idea and Plan the WorkUse ChatGPT to investigate a business idea, prepare customer questions, and organize a small test. Base your decisions on evidence you checked and keep the current work ready to continue. · 5 min read