The research desk · 2026

AI agent research

Independent notes for people choosing software: what the agent owns, how it bills, and when to walk away.

Guides

Best AI Video Tools for B2B SaaS Marketing

Seven tools ranked by job: HeyGen and Synthesia for avatars, Descript for recuts, Tella for screen-and-cam, CoAnimator for agentic launch films, Guidde for how-tos, Arcade last.

Maya RaoContinue reading
Editorial desk for B2B SaaS marketing video production
  1. Guides

    Best Intercom Fin Alternatives with AI Agents

    Six ranked Fin alternatives: Zendesk AI first, YourGPT second, then Gorgias, Tidio, Ada, and Freshdesk Freddy. Job fit, meters, and handoff.

    Priya Shah
  2. Guides

    AI Coding Agent Hooks: Cursor vs Claude Code vs GitHub Copilot

    How lifecycle hooks, matchers, and customization surfaces separate real coding agent platforms. A buyer guide to Cursor hooks.json, Claude Code hooks, and GitHub Copilot custom instructions.

    Elias Mercer
  3. Guides

    What Is Agentic AI? A Practical Guide for Business Buyers

    Agentic AI explained for business buyers: how it differs from chatbots, RPA, and GenAI assistants, plus a decision framework, governance checklist, and links to category tools.

    Noah Bennett
  4. Guides

    Best AI Knowledge Management Tools 2026

    Compare AI knowledge management tools for internal search, support answers, and documentation. Decision tables, pricing, governance checks, and buyer guidance.

    Maya Rao
  5. Guides

    Best AI Code Review Tools 2026

    Compare AI code review tools for pull-request quality and security. Decision tables, benchmark data, pricing, and a layered review strategy.

    Elias Mercer
  6. Guides

    Best AI CRM Tools 2026

    Compare AI CRM tools for sales teams. Decision tables, pricing, AI capability tiers, and buyer guidance for Salesforce, HubSpot, Pipedrive, Zoho, and Monday.

    Daniel Kim
  7. Guides

    Best AI Legal Agents in 2026

    Compare Harvey, CoCounsel, Spellbook, Vincent AI, Lexis+ AI, and YourGPT by research, Word drafting, governance, and client intake booking.

    Priya Shah
  8. Guides

    100 Best AI Affiliate Programs in 2026

    A research-first directory of 100 AI affiliate programs, with payout models, approval considerations, and the terms publishers should verify before promotion.

    Maya Rao
  9. Guides

    Multi-Agent Systems Explained

    Plain-language guide to multi-agent orchestration patterns, LangGraph and CrewAI styles, failure modes, and a production checklist.

    Elias Mercer
  10. Guides

    Best AI Agents for Finance and Accounting

    Vic.ai, FloQast, Ramp, BILL, Docyt, and QuickBooks compared with a controls-first rollout ladder for AP, close, and bookkeeping.

    Daniel Kim
  11. Guides

    Best AI Agents for HR and Recruiting

    Paradox, Eightfold, HireVue, Phenom, SmartRecruiters, and Textio mapped by hiring job, funnel stage, and high-volume vs enterprise fit.

    Sofia Alvarez
  12. Guides

    Agent vs Automation: The Real Difference

    A practical decision test for AI agents versus RPA and intelligent automation, with hybrid design patterns ops teams can use.

    Noah Bennett
  13. Guides

    Best AI Agent Tools in 2026

    A practical shortlist for teams comparing agent builders, automation platforms, browser agents, and workflow orchestration tools.

    Maya Rao
  14. Guides

    Best Bootstrapped AI Tools in 2026

    A founder and investor guide to high-ROI AI tools, bootstrapped-friendly software, and capital-efficient AI companies worth watching.

    Maya Rao
  15. Guides

    Best Coding AI Agents

    Compare coding agents by repo context, terminal control, review quality, deployment workflow, and how much supervision they need.

    Elias Mercer
  16. Developer

    Developer Agent Guides

    Ten practical setup guides for coding agents: skills, instruction files, MCP config, permissions, secrets, browser checks, and background agents.

    Elias Mercer
  17. Developer

    Where Claude and Codex Skills Are Stored

    Exact Claude Code and Codex skill paths, valid SKILL.md structure, install checks, and troubleshooting steps for skills that do not show up.

    Elias Mercer
  18. Developer

    AGENTS.md vs CLAUDE.md vs Cursor Rules

    A practical decision guide for repo instructions, Claude memory, Cursor rules, commit strategy, and team workflows.

    Elias Mercer
  19. Developer

    MCP Config Locations for Coding Agents

    Find the right MCP config file for Claude Code, Codex, Cursor, and GitHub Copilot, with commit-safe examples and verification checks.

    Elias Mercer
  20. Developer

    Why Your MCP Server Is Not Showing Up

    A focused debugging checklist for missing MCP tools, command paths, scoped config, environment variables, approvals, and restarts.

    Elias Mercer
  21. Developer

    Skills, Slash Commands, Hooks, Subagents, and MCP

    Understand which capability layer owns instructions, reusable workflows, safety gates, specialist agents, and external tools.

    Elias Mercer
  22. Developer

    Claude Code Memory Locations

    How Claude Code loads CLAUDE.md, imports, local memory, user memory, and project instructions, plus how to debug ignored rules.

    Elias Mercer
  23. Developer

    Coding Agent Permissions

    A practical permission ladder for letting agents read, edit, run commands, use browsers, call MCP tools, open PRs, and deploy safely.

    Elias Mercer
  24. Developer

    Secrets and Environment Variables for Coding Agents

    Configure API keys, .env files, MCP env blocks, cloud secrets, and token scopes without leaking credentials into prompts or logs.

    Elias Mercer
  25. Developer

    Browser Automation for Coding Agents

    When to give coding agents browser access, how Playwright MCP fits, and how to verify localhost UI work with screenshots and viewports.

    Elias Mercer
  26. Developer

    Background Coding Agents Explained

    How Cursor, GitHub Copilot, and remote dev agents clone repos, run tasks, handle secrets, open branches, and create PRs.

    Elias Mercer
  27. Guides

    Best AI Agents for Customer Support

    Where support agents fit, what to test in a pilot, and which tools handle escalation, knowledge, and customer handoff cleanly.

    Priya Shah
  28. Guides

    Best Research AI Agents

    A buyer-focused look at research agents for source discovery, synthesis, citation handling, and analyst-grade workflows.

    Maya Rao
  29. Guides

    Best Sales AI Agents

    Shortlist sales agents by account research, outreach prep, CRM context, meeting workflows, and human approval controls.

    Daniel Kim
  30. Guides

    Best Marketing AI Agents

    Compare Jasper, Copy.ai, HubSpot Breeze, Surfer, Semrush, and YourGPT by campaign, content, SEO, and lead-capture fit—with pilots and demos.

    Maya Rao
  31. Glossary

    What Is an AI Agent?

    A plain-English definition of AI agents, how they differ from chatbots, and what autonomy really means in software.

    Noah Bennett
  32. Glossary

    What Is Retrieval-Augmented Generation?

    A concise explainer for RAG, retrieval pipelines, citations, and why grounded context changes AI product quality.

    Noah Bennett
  33. Guides

    AI Receptionist Software

    A buyer guide to AI receptionist tools, pricing models, rollout risks, and the handoff rules that prevent customer frustration.

    Sofia Alvarez
  34. Guides

    AI SDR Agents

    Compare AI SDR platforms by prospecting workflow, CRM safety, personalization quality, and approval controls.

    Daniel Kim
  35. Guides

    AI Workflow Automation Agents

    A practical guide to automation agents, governance, approval gates, and how teams should evaluate n8n, Zapier, and Make.

    Sofia Alvarez
  36. Guides

    AI Phone Agents

    How to evaluate inbound and outbound AI phone agents, pricing models, escalation quality, and compliance requirements.

    Sofia Alvarez
  37. Guides

    AI Browser Agents

    A security-focused comparison of browser agents for web tasks, operator workflows, and controlled automation.

    Elias Mercer
  38. Guides

    AI Meeting Assistants

    Choose between meeting bots, bot-free capture, native recap tools, and sales conversation intelligence.

    Priya Shah
  39. Guides

    AI Project Management Tools

    How to evaluate AI project management tools for planning, task hygiene, status reporting, and team adoption.

    Sofia Alvarez
  40. Guides

    AI Note Takers

    Best picks for meeting notes, bot vs bot-free capture, privacy requirements, and consent-safe rollout.

    Priya Shah
  41. Guides

    AI Accounting Software

    What AI accounting software automates, how to choose safely, and where finance teams need guardrails.

    Sofia Alvarez
  42. Guides

    Finance AI Agents

    A CFO-ready pilot plan for finance agents across FP&A, reconciliations, close prep, and invoice workflows.

    Sofia Alvarez
  43. Guides

    AI Contract Review Software

    What to buy, what to avoid, and how to run a 14-day pilot for contract review, redlining, and playbook checks.

    Maya Rao
  44. Guides

    Legal AI Agents

    A buyer guide for law firms and in-house legal teams evaluating research, drafting, and document workflows.

    Maya Rao
  45. Guides

    AI Medical Scribes

    An ambient clinical documentation buyer guide covering tool types, error measurement, and rollout governance.

    Priya Shah
  46. Guides

    Healthcare AI Agents

    A patient support and scheduling buyer guide for healthcare teams defining triage boundaries and safe automation.

    Priya Shah
  47. Guides

    Agent vs Skill vs Extension

    A practical guide to the AI stack: agents, skills, extensions, MCP, and how teams should think about each layer.

    Noah Bennett
  48. Guides

    AI App Builders

    How to choose AI app builders without shipping access-control mistakes, brittle prototypes, or unmaintainable apps.

    Elias Mercer
  49. Guides

    AI Website Builders

    How to choose AI website builders without SEO headaches, lock-in regrets, or weak production foundations.

    Elias Mercer
  50. Guides

    AI Email Assistants

    A buyer guide for Gmail, Outlook, and support inbox AI, with risk checks for replies, routing, and approvals.

    Daniel Kim
  51. Guides

    AI Virtual Assistants for Business

    How to choose business AI virtual assistants for calendar, email, research, permissions, and workflow fit.

    Sofia Alvarez
  52. Guides

    AI SEO Tools

    A workflow-first guide to AI SEO tools for keyword research, briefs, on-page optimization, internal linking, and AI visibility.

    Maya Rao