https://botquarters.app/blog Guides on AI agents, LLMs, AI companies, coding agents, skills and AI teams. en https://botquarters.app/blog/best-skills-for-coding-agentshttps://botquarters.app/blog/best-skills-for-coding-agentsTwelve practical skills for AI agents that write code: what each one teaches, why it matters, and how to roll them out across a team of coding agents.Agent Skillsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/agentic-workflows-explainedhttps://botquarters.app/blog/agentic-workflows-explainedAgentic workflows explained: how AI agents plan, act, check results, and hand off work, with common patterns, examples, and tips for designing reliable ones.AI Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-agent-glossaryhttps://botquarters.app/blog/ai-agent-glossaryAn AI agent glossary with over 40 key terms explained simply, from LLMs and tokens to tool use, MCP, agent skills, multi-agent teams, and human in the loop.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-team-lead-agenthttps://botquarters.app/blog/ai-team-lead-agentHow AI agent orchestration works with a team lead agent: turning a goal into tasks, delegating to teammates, running check-ins, reviewing and merging work.Multi-Agent Teamsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-agent-security-permissionshttps://botquarters.app/blog/ai-agent-security-permissionsAI agent security made practical: how permissions, sandboxes, version control and review keep coding agents useful without risking your machine or data.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/watching-ai-agents-workhttps://botquarters.app/blog/watching-ai-agents-workAI agent transparency explained: why seeing what your agents do builds trust, what good visibility looks like, and how to review AI work with confidence.Multi-Agent Teamsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-agent-use-cases-for-small-teamshttps://botquarters.app/blog/ai-agent-use-cases-for-small-teamsPractical AI agent use cases for solo founders and small teams: building software, testing, docs, research, and operations, plus how to pick your first task.AI Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-agents-vs-chatbotshttps://botquarters.app/blog/ai-agents-vs-chatbotsAI agent vs chatbot: learn how they differ in autonomy, tools, and memory, when each one is the right choice, and how to tell which one you are using.AI Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-code-review-and-testinghttps://botquarters.app/blog/ai-code-review-and-testingCan AI check its own work? How AI code review and automated tests work together in AI teams, where self-review falls short, and how to set up a reliable loop.Multi-Agent Teamsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-coding-agents-guidehttps://botquarters.app/blog/ai-coding-agents-guideA beginner's guide to AI coding agents: what they are, how they differ from autocomplete and chat, the main tools, and how to start using them safely.Coding Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-agents-for-non-programmershttps://botquarters.app/blog/ai-agents-for-non-programmersAI for non programmers: how AI coding agents let you build real tools and apps without writing code, what to expect, and a step-by-step way to start.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-hallucinationshttps://botquarters.app/blog/ai-hallucinationsWhat is an AI hallucination? Learn why language models invent facts, how to spot it, and practical ways to reduce hallucinations in chats and AI agents.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/share-data-with-ai-safelyhttps://botquarters.app/blog/share-data-with-ai-safelyAI privacy made practical: what never to paste into a chatbot, how to anonymize documents, which settings to check, and when a local model makes sense.Know-howinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/everyday-ai-taskshttps://botquarters.app/blog/everyday-ai-tasksAI productivity tips for real life: everyday writing, summarizing, planning, spreadsheet, and research tasks you can hand off to AI today, with examples.Know-howinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/claude-code-vs-codex-vs-geminihttps://botquarters.app/blog/claude-code-vs-codex-vs-geminiClaude Code vs Codex vs Gemini CLI: a fair comparison of strengths, sign-in, open source status, and workflows, plus why mixing them often works best.Coding Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/verify-ai-outputhttps://botquarters.app/blog/verify-ai-outputHow to fact check AI answers, code and summaries: practical checks for sources, numbers and claims, plus how to make AI output easier to verify.Know-howinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/google-deepmind-and-geminihttps://botquarters.app/blog/google-deepmind-and-geminiGoogle Gemini explained: what Google DeepMind builds, how the Gemini models, app and Gemini CLI fit together, and where Gemma open models come in.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/how-llms-workhttps://botquarters.app/blog/how-llms-workHow do LLMs work? A plain explanation of tokens, training, attention and next-token prediction, with no math, plus what it means for using AI tools well.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-agent-costshttps://botquarters.app/blog/ai-agent-costsAI agent cost explained: what drives token usage, why agents spend more than chatbots, and practical ways to keep your AI spend predictable.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/build-a-website-with-ai-agentshttps://botquarters.app/blog/build-a-website-with-ai-agentsBuild a website with AI agents step by step: plan the pages, write a clear brief, let agents code and test, review the result, and publish with confidence.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/learn-to-code-with-aihttps://botquarters.app/blog/learn-to-code-with-aiLearn to code with AI the right way: use it as a tutor, not an answer machine. Practical prompts, a weekly routine, and habits that build real skill.Know-howinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/write-better-briefs-for-coding-agentshttps://botquarters.app/blog/write-better-briefs-for-coding-agentsHow to prompt a coding agent: a practical template for briefs with a clear goal, context, constraints, and a finish line the agent can verify itself.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/run-a-company-with-ai-agentshttps://botquarters.app/blog/run-a-company-with-ai-agentsA practical guide to running a one person company with AI: what agents can take on, how to organize them as a team, and what to keep doing yourself.Multi-Agent Teamsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/run-ai-models-locally-with-ollamahttps://botquarters.app/blog/run-ai-models-locally-with-ollamaLearn how to run AI models locally with Ollama: install it, pull a model, chat with it, and choose a model size that fits your computer's memory.Local AIinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/how-to-write-a-skill-mdhttps://botquarters.app/blog/how-to-write-a-skill-mdA practical guide to writing a SKILL.md file: frontmatter, descriptions that trigger correctly, clear steps, and a complete example you can copy and adapt.Agent Skillsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/prompt-tipshttps://botquarters.app/blog/prompt-tipsHow to write AI prompts that get useful answers: 10 practical tips for everyday chats, each with a before-and-after example you can copy and adapt.Know-howinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/temperature-and-llm-settingshttps://botquarters.app/blog/temperature-and-llm-settingsWhat does LLM temperature do? A simple guide to temperature, top-p, max tokens, stop sequences and system prompts, and which settings to use for each task.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/local-vs-cloud-ai-modelshttps://botquarters.app/blog/local-vs-cloud-ai-modelsLocal vs cloud AI: how on-device and hosted models compare on privacy, cost, speed and quality, and how to decide which tasks belong where.Local AIinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/make-a-game-with-ai-agentshttps://botquarters.app/blog/make-a-game-with-ai-agentsWant to make a game with AI? Learn which parts of game development AI agents handle well, where they struggle, and a step-by-step plan for a small game.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/meta-ai-and-llamahttps://botquarters.app/blog/meta-ai-and-llamaMeta Llama explained: what Meta's open-weight models are, how they differ from the Meta AI assistant, and how to run Llama yourself in AI agents.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/mistral-aihttps://botquarters.app/blog/mistral-aiMistral AI explained: the Paris-based company behind open-weight and commercial models and the Le Chat assistant, and how to use its models in AI agents.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/multi-agent-systems-explainedhttps://botquarters.app/blog/multi-agent-systems-explainedMulti-agent systems split work across several AI agents with distinct roles. Learn how they work, common patterns, trade-offs, and when one agent is enough.Multi-Agent Teamsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/open-vs-closed-ai-modelshttps://botquarters.app/blog/open-vs-closed-ai-modelsOpen source LLM or closed model? Learn what open-weight really means, why licenses vary, and the trade-offs in privacy, cost, quality and control.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/prompting-ai-agentshttps://botquarters.app/blog/prompting-ai-agentsPrompting AI agents is different from prompting chatbots. Learn what changes: goals over questions, finish lines, constraints, permissions, and review.Guidesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/rag-vs-fine-tuninghttps://botquarters.app/blog/rag-vs-fine-tuningRAG vs fine tuning, explained simply: what each one changes, what it costs in effort, and how to pick the right approach for your AI project.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/ai-companies-comparedhttps://botquarters.app/blog/ai-companies-comparedAI companies compared in plain English: what Anthropic, OpenAI, Google DeepMind, Meta and Mistral AI make, and which models and coding tools they offer.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/future-of-work-ai-teamshttps://botquarters.app/blog/future-of-work-ai-teamsThe future of work with AI: why more people will manage teams of AI agents, which skills matter most, and how to start practicing that role yourself.AI Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/open-model-ecosystemhttps://botquarters.app/blog/open-model-ecosystemOpen source AI models explained: how Hugging Face, Qwen, DeepSeek, Gemma, Llama and Mistral fit together, and how to run them locally with Ollama.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/tokens-and-context-windowshttps://botquarters.app/blog/tokens-and-context-windowsWhat is a context window? Learn what tokens are, how LLMs count them, why context limits matter, and practical ways to work within them for better results.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/vibe-coding-explainedhttps://botquarters.app/blog/vibe-coding-explainedVibe coding means building software by describing what you want to an AI and going with the flow. See where it works, where it breaks, and how to do it well.Coding Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-are-agent-skillshttps://botquarters.app/blog/what-are-agent-skillsAgent skills are folders of instructions an AI agent loads only when a task needs them. Learn how they work, why they matter, and how to start using them.Agent Skillsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-are-embeddingshttps://botquarters.app/blog/what-are-embeddingsWhat are embeddings? A plain guide to how AI turns words into numbers that capture meaning, and how embeddings power semantic search, RAG and AI agents.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-are-reasoning-modelshttps://botquarters.app/blog/what-are-reasoning-modelsReasoning models think through a problem before answering. Learn how they differ from standard LLMs, when they help, and when a faster model is better.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-is-an-llmhttps://botquarters.app/blog/what-is-an-llmWhat is an LLM? A clear guide to large language models: how they learn from text, what they can and can't do, and how they power chatbots and AI agents.LLM Basicsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-is-an-ai-agenthttps://botquarters.app/blog/what-is-an-ai-agentWhat is an AI agent? A plain-English guide to how AI agents plan, use tools, and finish multi-step tasks, plus where they shine and where they fall short.AI Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-is-anthropichttps://botquarters.app/blog/what-is-anthropicWhat is Anthropic? A plain-English guide to the AI safety company behind Claude, Claude Code, MCP and Agent Skills, and what that means for you.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-is-claude-codehttps://botquarters.app/blog/what-is-claude-codeWhat is Claude Code? A plain guide to Anthropic's terminal coding agent: what it does, how it works on your codebase, and how to start using it well.Coding Agentsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-is-mcphttps://botquarters.app/blog/what-is-mcpWhat is MCP? The Model Context Protocol is an open standard that connects AI apps to tools and data. Learn how it works, with plain examples and key terms.Agent Skillsinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/what-is-openaihttps://botquarters.app/blog/what-is-openaiWhat is OpenAI? A clear guide to the company behind ChatGPT, the GPT models, Codex, its image and video tools, and the developer API.AI Companiesinfo@botquarters.app (CEO of BotQuarters) https://botquarters.app/blog/choose-the-right-ai-modelhttps://botquarters.app/blog/choose-the-right-ai-modelNot sure which AI model to use? Match the model to the task: fast small models, strong reasoning models, or local models, with simple rules of thumb.Know-howinfo@botquarters.app (CEO of BotQuarters)