Intermediate

Hermes Agent: what it is, what it isn't, and when to use it

Explain what Hermes Agent is and decide when to use it versus a plain chatbot for a real work task.

Hermes Agent first week: memory hygiene, skills, and tool approvals

Run a safe Hermes first-week setup with curated memory, one reusable skill, bounded file writes, and tested terminal approvals or isolation.

Hermes webhooks: event-driven agents without a giant catch-all prompt

Design a Hermes webhook route and smoke-test its authentication, health check, single-purpose prompt contract, and configured delivery target.

Hermes vs n8n: choose by the job (and when to use both)

Choose Hermes, n8n, or a hybrid handoff for a concrete workflow using an explicit decision framework.

Call vLLM and other OpenAI-compatible endpoints from n8n

Configure n8n’s HTTP Request node to call a local OpenAI-compatible endpoint with credentials, measured timeout budgets, and a safe network boundary.

Idempotency, retries, and human gates for n8n AI nodes

Add idempotency keys, safe retry policy, human approval gates, and audit logging around n8n AI steps before enabling external side effects.

n8n → Hermes: choose an API call or an event webhook

Choose and configure the correct n8n-to-Hermes surface, with explicit authentication, delivery semantics, idempotency boundaries, and failure behaviour.

OpenClaw personal gateway setup: install, onboard, dashboard

Install OpenClaw with a supported Node version, complete onboard, open the Control UI, and know what to secure before adding channels or tools.

OpenClaw allowlists, pairing, and group mention security

Configure OpenClaw DM pairing, allowlists, and group mention rules, and run a security audit before enabling high-risk tools.

OpenClaw skills, heartbeat autonomy, and approval gates

Configure OpenClaw skills and heartbeat with restrictive exec policy and a disabled-or-reviewed browser workflow before enabling unattended autonomy.

OpenClaw vs Hermes: choose by the job, not the brand

Decide whether a workload needs OpenClaw, Hermes, n8n, or a combination, without forcing one stack to fake the other’s job.

IntermediatePersonal Finance AI Literacy

6 min read

When to stop and call a licensed adviser

Apply clear escalation triggers that move irreversible personal-finance decisions from chat tools to appropriately qualified or authorized professionals.

IntermediateHome Improvement Projects with AI

When DIY AI is not enough: hire licensed professionals

Use an escalation decision card to move from AI planning literacy to licensed trades, AHJ questions, and verified contracts without life-safety DIY.

IntermediateCreative Craft with AI

An edit pass that preserves your taste

Run a taste-preserving AI edit pass that improves craft without flattening voice.

IntermediateCreative Craft with AI

Refuse to let AI ghostwrite your public voice

Decide which public writing surfaces may use AI drafting help and which must remain human-voiced, with a refusal rule you can defend.

IntermediateFreelance & Solopreneur AI

When solo AI is not enough

Apply an escalation decision framework that routes high-stakes freelance questions away from AI-only answers.

IntermediateHealth & Care Navigation

Chronic-condition administration: build a care calendar, not a treatment plan

Coordinate appointments, refills, forms, transport, questions, and follow-ups with clear ownership, without any model-inferred medical actions.

6 min read

Faith and spiritual reflection: use questions, not synthetic authority

Use AI to compare texts or generate reflection questions while preserving community, tradition, and accountable interpretation.

IntermediateMeaning, Ethics & Agency

IntermediateMeaning, Ethics & Agency

Raise children who remain authors of their own lives

Choose family and school practices that preserve choice, effort, voice, and responsibility as AI becomes ambient in a child's life.

IntermediateWorkplace AI for Individuals

Workplace AI disclosure: when you actually have to say so

Identify which workplace-specific triggers create an actual AI disclosure requirement, versus the general authorship norm, and escalate correctly when a regulatory trigger applies.

IntermediateFamily & Relationships

Archiving family photos and stories without inventing history

Build a family archive metadata schema that records consent, source provenance, and confidence level for every item, without letting AI-generated guesses get recorded as fact.

IntermediatePsychology & Reflection

Use AI to audit a decision for bias, not to certify it as objective

Run a decision through a fixed bias checklist and capture counter-evidence before commitment.

IntermediatePersonal Growth Systems

Build a skill curriculum from outcomes, not a pile of links

Convert a target capability into prerequisites, practice tasks, evidence, and review checkpoints, verified against real sources.

IntermediatePersonal Growth Systems

A personal knowledge system that helps you retrieve, not hoard

Design a small capture-to-retrieval system around defined recurring needs, with retrieval tests, review dates, deletion rules, and an approved data boundary.

The dignity of work when machines can do more of it

Evaluate an automation proposal for worker participation, retained judgement, skill development, workload, monitoring, accountability, and appeal alongside ROI.

The automation you should delete: maintenance cost and quiet failure

Audit an automation estate and make an evidence-based keep, repair, simplify, or retire decision for every workflow.

What to tell your team when you automate part of their job

Plan and hold an honest team conversation about automation before rollout, with decisions, open questions, commitments, and feedback routes made explicit.

Proving what is real: provenance, watermarking, and Content Credentials

Set an organisational media policy that preserves provenance where practical, discloses material AI use, and never treats credentials as proof of truth.

Voice-cloning fraud: the SME controls that actually work

Install three procedural controls for payment and account-change requests, brief staff, and rehearse the first response to an impersonation incident.

Human-in-the-loop design patterns for AI workflows

Choose the right human review pattern for an AI workflow and define approval, sampling, audit, escalation, and stop rules before launch.

Multilingual AI workflows for Estonian companies

Design a multilingual AI workflow for customer support, sales, internal knowledge, or content localization with glossary control, review gates, and privacy boundaries.

IntermediatePrompt Engineering

Building reusable prompt libraries: from snippets to shared templates

Turn individual prompts into shared, versioned templates with owners, examples, and quality checks.

IntermediateAI Productivity

Multi-tool AI workflows: design reliable handoffs across tools

Design repeatable AI workflows across tools without losing source of truth, privacy boundaries, or handoff quality.

IntermediatePrompt Engineering

Chain-of-thought, self-critique, tree-of-thoughts — when to use each

Choose among chain-of-thought, self-critique, tree-of-thoughts, or a reasoning model based on problem shape and cost.

IntermediatePrompt Engineering

Choosing and prompting reasoning models

Compare reasoning configurations with an eligible baseline, prompt them clearly, and choose a route using task evaluations, service targets, and total cost.

n8n vs Zapier vs Make: picking the right automation stack

A practical comparison of the three main automation platforms for AI workflows in 2026. What each is good at, where each breaks, and the decision rules for choosing without regret.

Build your first AI agent in n8n: a lead-triage workflow end-to-end

Design a lead-triage agent with explicit tools, schemas, routing rules, logging, and human review.

Design an AI customer support agent: triage, knowledge, actions, and escalation

A queue-evaluated reference design for support triage, retrieval, response drafting, controlled actions, and human escalation, with the policy and measurement boundaries needed for a safe pilot.

Connecting AI to your email, calendar, and CRM safely

Connect AI to email, calendars, and CRMs with least privilege, approval gates, and audit trails.

Build a personal RAG: chat with your own documents

Build a document-grounded assistant and know when stale, low-quality, or out-of-scope sources make answers unsafe.

Chunking, reranking, and hybrid search: make RAG actually work

Most RAG implementations work poorly because they get three things wrong. A practical guide to chunking documents, reranking results, and combining keyword with semantic search — without becoming a search engineer.

MCP for the non-engineer: connect Claude or Cursor to your tools

Connect one official filesystem MCP server to a supported desktop client, verify its allowed root, and prove an outside-root request is denied.

AI coding without being a developer: building tools in Cursor and Claude Code

Build and evaluate a low-risk local prototype with synthetic data, version control, acceptance tests, and a clear engineering-review boundary.

IntermediatePrivate / Local AI

Local AI on your Mac: Ollama, LM Studio, and what 7B models can really do

Install a local 7–14B model and decide which tasks stay local versus which still need a cloud frontier model.

Building an always-on briefing or newsletter with AI

Build a gather–filter–synthesise–distribute briefing and improve it with measured reader feedback, source checks, and failure monitoring.

Browser agents and computer use: what they can actually do today

Pick a short, stable browser or computer-use task, scope the agent tightly, and keep humans in the loop for consequential actions.

Multi-model orchestration: routing by cost, latency, and quality

Map your LLM call types to model tiers, add fallbacks, and measure quality per route before cutting cost.

Designing a team AI adoption playbook

Create a team adoption plan that covers use cases, training, governance, measurement, and rollout risk.

The AI marketing stack: content, SEO, and social with human review

Set up research, drafting, SEO, repurposing, and distribution workflows with human review on strategy, voice, and publish.

The AI sales stack: lead enrichment, personalization, follow-up at scale

Build an outbound stack where research and message quality gate volume, with human review on replies and compliance.

Evals for non-engineers: know if your AI workflow is getting better or worse

Measure whether an AI workflow is improving by using examples, rubrics, and regression checks.