The fenbs blogAll articles
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- AI Agents for Zendesk: Triage, Replies, and EscalationAI agents can triage incoming tickets, draft replies, and detect when a case needs a person. Here is how native Zendesk AI and connected assistants compare, and how to keep recurring issue lessons from falling through the cracks. · 8 min read
- AI Document Question Answering: Ask and VerifyAI assistants can answer questions about uploaded documents quickly, but every answer needs to be checked against the cited passage. Here is how to ask effectively, verify what you get back, and keep the findings and unresolved questions across sessions. · 5 min read
- AI for Design Review: Check Against Your BriefAI can check an interface design against documented requirements and usability criteria, but findings and decisions need to stay with the work. Here is how to run a structured AI-assisted design review and keep the output useful for the next session. · 5 min read
- AI for Unity: Coding Assistants and Project ContextAI coding assistants can help with Unity C# scripts, component setup, and debugging, but generated code needs review before it runs. Here is how to compare the main options and keep game requirements and design decisions across sessions. · 7 min read
- AI Organizational Knowledge Validation: Check What AI UsesValidate the source, owner, freshness, and approved use of knowledge before assistants rely on it. Use a repeatable review that preserves corrections and leaves uncertain claims unresolved. · 5 min read
- Which AI Is Best for Building a Website? Choose by What You NeedThe right AI for building a website depends on whether you write code, how much editing control you need, and how complex the project is. Here is how to choose. · 7 min read
- Build an AI Second Brain With Claude Code as a Source-Linked WikiBuild a small wiki from checked sources, open it in Obsidian, and give Claude Code a reusable skill for adding pages without losing the evidence. · 5 min read
- Can AI Replace Information Technology Work?AI automates many IT support and monitoring tasks, but the operational judgment, cross-team decisions, and accountability that keep business systems running still require people. · 6 min read
- ChatGPT Enterprise DLP: Controls and Team ResponsibilitiesData-loss prevention for ChatGPT Enterprise involves understanding what controls exist, what they do not cover, and which responsibilities stay with your team. Here is what to verify and how to document the decisions you make. · 5 min read
- ChatGPT Enterprise Training for EmployeesBuild employee training around approved tasks, evidence checks, and a repeatable review process. Keep the useful prompts and lessons after the workshop. · 5 min read
- ChatGPT Fine-Tuning: What You Can Actually CustomizeChatGPT instructions and reference files are different from training an API model. Understand which problem each approach solves before choosing how to customize your workflow. · 5 min read
- ChatGPT for VS Code: Set Up AI Coding Help in Your EditorThere is no official ChatGPT extension for VS Code. Here is what OpenAI actually offers for the editor, how third-party extensions compare, and how to keep project context across sessions. · 5 min read
- ChatGPT Prompts for Architects: Briefs and CoordinationUse copyable prompts to organize project requirements, meeting notes and design-review questions. Keep technical checks and project approvals with the responsible professionals. · 5 min read
- Does ChatGPT Temporary Chat Have the Same Memory Context?Temporary Chat can use existing personalization when you choose it, but it does not create new memories while temporary. Separate that setting from the messages you provide in the conversation. · 5 min read
- Claude Desktop and Ollama: What You Can and Cannot ConnectOllama runs open-source models locally; Claude Desktop connects to the Anthropic API. Here is what each does, how they can work together through tools, and what to do when you need to move work between them. · 5 min read
- Codex CLI Headless Mode: Run Bounded Tasks in ScriptsRunning Codex CLI non-interactively in a script removes the manual approval step and requires you to set clear boundaries before the task begins. This guide covers the flags, output handling, failure checks, and how to record the result. · 6 min read
- Codex AI Coding: Plan, Implement and Review a Small ChangeOpenAI's Codex runs coding tasks as an autonomous agent in the cloud. Getting good results requires a clear brief, reviewable checks and a record of where the session left off. · 5 min read
- Context Engineering Template for an AI Task BriefCopy a practical task template that separates goals, rules, sources, decisions, and completion checks. Keep it current as the work moves between assistants. · 5 min read
- Does Gemini Notebook Cost Money? Free Access and Paid LimitsGemini Notebook (formerly NotebookLM) has a free tier, but some research workflows and usage volumes require a paid plan. Here is what the free access covers, where limits appear, and how to compare before upgrading. · 5 min read
- Copilot History: Find Past Chats and Save What MattersOpen your Microsoft Copilot conversation history, check which account holds the chat, and save the decisions and next steps you want to carry into future work. · 6 min read
- Gemini Memory Is Bad? Diagnose the Recall That FailedA missing preference, a wrong project fact and an unavailable chat are different problems. Run a small accuracy test before changing settings or rebuilding your workflow. · 5 min read
- How to Stop ChatGPT From Hallucinating: What HelpsYou cannot eliminate made-up answers with a setting or a perfect prompt. You can build a source-first workflow that makes errors easier to catch before they reach your work. · 5 min read
- Koog Agent Memory: Persist and Retrieve Useful ContextKoog is JetBrains' open-source Kotlin framework for building AI agents. Here is what memory and persistence patterns it supports, how to test what survives a restart, and how to keep project context outside the agent's execution state. · 5 min read
- Xcode MCP Server: Connect AI to Apple App DevelopmentAn Xcode MCP server lets an AI assistant run builds, check test results, read simulator logs, and interact with your Xcode project through a standard tool call. Here is how to set up the connection, verify what the AI can do, and keep development decisions and handoff notes across coding assistants. · 4 min read
- Otter Note Taking: Review, Export, and Organize Follow-UpTurn an Otter conversation into a reviewed record you can use after the meeting. Check the source, choose an export, and keep accepted follow-ups visible. · 5 min read
- Semantic Kernel Agent Memory: State, Storage, and RecallSemantic Kernel is Microsoft's open-source SDK for building AI applications in C#, Python, and Java. Here is how it handles conversation state and memory, what persists between sessions, and how to keep project decisions separate from agent runtime state. · 5 min read
- Why Does Claude Add So Many Code Comments?Claude generates heavy comments when examples, prompts, or review requests signal that documentation is expected. Here is why it happens and how to stop it. · 5 min read
- AI Consulting Agency: What It Does and How to Choose OneAn AI consulting agency helps organizations identify where AI creates value, run pilots, and build the processes to sustain the work. Here is what to expect, what to ask, and how to keep the work record after the engagement ends. · 5 min read
- AI Decision-Making: Compare Evidence Before You ChooseUse AI to organize options, challenge assumptions, and prepare evidence. Keep a person responsible for the choice and save the reasons future work depends on. · 5 min read
- AI for Architecture Review: Check Assumptions and TradeoffsUse AI to question a software architecture against its requirements and evidence. Keep findings, accepted tradeoffs, and unfinished checks clear enough for another reviewer to continue. · 5 min read
- AI for Development Managers: Coordinate Work Across AssistantsAI can help software development managers plan work, synthesize progress, and prepare team communication faster. Keeping shared decisions, work records, and handoff notes in one place means people and AI assistants all start each session from the same current state. · 7 min read
- AI for Lesson Planning: From Learning Goals to a Checked PlanUse AI to draft a lesson around a clear learning goal, then check its content, timing, and assessment. Keep the teaching decisions that make the next lesson easier. · 5 min read
- SEO AI: Choose Tools and Build a Repeatable WorkflowUse AI to organize SEO research, plan useful pages, and review changes. Choose tools by the evidence they provide and keep the decisions available for the next session. · 8 min read
- AI for Writing JavaScript: Brief, Test, and Review ChangesUse AI to draft a small JavaScript change from clear requirements, then check behavior in the real runtime. Keep the project conventions and lessons ready for the next session. · 4 min read
- AI Website Content Writers: Draft Pages From a Clear BriefAn AI website content writer needs your audience, evidence, and page goal before it needs a clever prompt. Use this workflow to draft useful pages and review every business claim before publication. · 5 min read
- Can Claude Help With Resumes? Drafting and Revision StepsClaude can help tailor a resume to a job description, tighten the language, and check consistency. This guide covers the prompts and steps that work, what to verify yourself, and how to keep reusable writing instructions for your next application. · 5 min read
- Can Claude Scrape Websites? Methods, Access, and ChecksClaude can read web pages, run browser actions, and extract structured data, but the method and access requirements differ for each. Here is how each approach works, what to check before you scrape, and how to keep a reliable record of sources and findings. · 5 min read
- ChatGPT: Convert Temporary Chat to Permanent Work NotesYou can save a temporary conversation as a regular ChatGPT chat. Choose whether to keep the full exchange, a reviewed work summary, or both before leaving it. · 5 min read
- ChatGPT Daily Limit: What to Do When You Reach ItA ChatGPT limit can apply to a model or a particular tool. Read the notice, choose an available next step, and save the project context before changing assistants. · 5 min read
- ChatGPT for Notes: Summarize, Organize and Keep the Next StepTurn notes you are allowed to share into a summary you can check. Separate facts, questions, and next actions, then keep only the useful work record for another session. · 4 min read
- ChatGPT Team Memory: What Is Actually Shared?A team workspace, a member’s personal memory and a shared project hold different information. Understand the boundaries and give everyone a clear record of the decisions that matter. · 5 min read
- ChatGPT vs Claude for Design WorkChatGPT and Claude both support design work, but their strengths in research, brief development and critique differ. Here is how to choose and how to keep approved decisions across both. · 7 min read
- Claude Cannot Read Your PDF? Check the File, Scan, and UploadWhen Claude returns an empty response or skips content in a PDF, the problem is almost always with the file itself — not Claude. Here is how to diagnose and fix the most common causes. · 4 min read
- Claude for Nurses: Training and Administrative WorkflowsHow nurses use Claude for continuing education study, administrative writing and team communication while avoiding patient data risks. · 7 min read
- Codex CLI Change Model: Keep the Work Context IntactChange models inside Codex CLI or select one before starting. Save the requirements, unfinished work and verification results so the next response starts from the right facts. · 6 min read
- Codex CLI History: Find and Review Earlier WorkFind an earlier Codex CLI session, understand what its messages prove, and turn the useful parts into a clear project record for the next person or assistant. · 5 min read
- Continuous Improvement Through Knowledge ManagementTurn recurring problems into small tests, useful lessons, and better working instructions. Keep the evidence with the work so the next person or assistant can build on it. · 5 min read
- Cursor Rules for Angular ProjectsA practical rule set for Angular development in Cursor, covering module structure, change detection, reactive patterns, and verification commands. Adapt the templates to your project and keep team decisions consistent across assistants with fenbs. · 4 min read