Guides
Long-form guides and tutorials for building with AI coding agents.
Long-form tutorials and deep-dives on building with AI coding agents. From first principles to advanced workflows, learn how to design agents, write skills, wire up MCP servers, and ship faster with Claude Code.
Showing 1–24 of 268 results
AI Literature Review Workflow: Screen, Extract, and Verify
Use AI for a literature review with explicit eligibility criteria, study-level evidence tables, source locations, and checks for missing or conflicting data.
AI Meeting Notes: Turn Transcripts into Decisions and Action Items
Use AI to turn a meeting transcript into clear minutes, with evidence for decisions, confirmed owners, unresolved questions, and a reviewable action list.
Analyze Customer Feedback with AI: Themes You Can Check
Analyze customer feedback with AI using a source register, a reviewed codebook, distinct customer counts, and examples that preserve context.
ChatGPT Projects vs Claude Projects for Teams
Compare shared AI project context in ChatGPT and Claude, then build a team brief with clear instructions, source ownership, and a review process.
Claude for Marketing Teams: claude.ai, Cowork, Claude Design, and Connectors
A surface map for marketing teams: which Claude product to open for brand context, asset folders, recurring reports, decks, CMS chores, and connectors.
Claude vs ChatGPT for Writing and Marketing Copy
Claude vs ChatGPT for writing, compared on voice control, document creation, research grounding, collaboration, brand-voice enforcement, and agentic work.
Create an AI Presentation from a Report: A Reviewable Workflow
Turn a business report into an AI-assisted presentation with a claim-to-slide map, source checks, speaker notes, and a finished-deck review.
Create an AI Project Handoff Another Teammate Can Use
Create a project handoff with AI that preserves source files, current decisions, open questions, owners, and an acceptance check for the next teammate.
How to Research a Prospect with Claude (and Verify It Before You Send)
A step-by-step prospect research workflow in Claude: run account-research standalone, add an enrichment connector, draft the email, then verify every claim.
How to Research Documents with AI and Verify Citations
Turn a set of documents into a defensible AI research brief with a source register, conflict table, citation checks, and clear unanswered questions.
How to Summarize an Email Thread with AI and Draft a Reply
Use AI to reconstruct a long email thread, distinguish current decisions from old requests, identify open questions, and draft a reply for review.
Microsoft 365 Copilot vs ChatGPT for Work
Compare Microsoft 365 Copilot and ChatGPT for workplace tasks by source access, app context, deliverables, and a practical team pilot.
Build an AI Customer Support Answer Library You Can Check
Build an AI support answer library with source-backed answer cards, eligibility limits, escalation rules, and checked customer-question test cases.
Review AI Captions Before Publishing
Review AI-generated captions against recorded speech, speaker changes and meaningful sounds, then check a separate timing file before publication.
Create an AI Explanatory Diagram from Approved Text
Choose a diagram that preserves the relationships in approved text, then inspect labels, arrows and the exported visual before reuse.
Prepare a Vendor Contract Review Packet with AI
Prepare a vendor contract review packet with AI that preserves clause evidence, conditions, obligation dates, missing documents, and reviewer questions.
Adjudicate AI-Assisted Text Labels with an Evidence Ledger
Resolve disputed text labels by preserving each response, source excerpt and task-rule version rather than accepting the model or majority automatically.
Build an RFP Compliance Matrix with AI and Evidence
Build an RFP compliance matrix with AI that maps every requirement to source text, approved evidence, response locations, owners, and unresolved gaps.
Review AI Alt Text in the Context of Its Page
Draft image text alternatives from actual image evidence and page purpose, then review informative, decorative and functional uses before publishing.
Test AI Asset Search with Known Asset Examples
Evaluate asset discovery with a small set of known examples, expected exclusions and reviewed results before relying on natural-language catalog search.
Build a Source-Grounded AI Mind Map
Turn a bounded document set into a reviewed concept hierarchy with evidence for each branch and visible unresolved relationships.
Link Records Across Datasets with AI-Assisted Review
Build a cross-source entity crosswalk that preserves both record keys, unresolved candidates and cardinality decisions without silently joining or merging data.
10 Best Claude Skills for Debugging
Compare Claude skills and commands for stack traces, failing and flaky tests, regressions, slow queries, memory leaks, CPU hotspots, deadlocks, and agents.
10 Best Claude Skills for RAG
Compare Claude skills and commands for RAG scaffolding, chunking, grounding checks, embeddings, reranking, pgvector, index tuning, and GraphRAG.
Frequently asked questions
- Who are these guides for?
- Developers building with AI coding agents — whether you're just starting with Claude Code or designing production agent workflows. Each guide is self-contained and practical.
- Are the guides free to read?
- Yes. Every guide on AgentsCamp is free to read, with no paywall and no signup.
- Where should I start?
- If you're new, begin with the getting-started guides on agents and skills, then move into MCP, prompting, and workflow deep-dives as you grow more comfortable.
- How often are the guides updated?
- Guides are revised as Claude Code and the surrounding tooling evolve. Each guide shows its publish and last-updated dates.