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Concise, actionable, copy-ready. Free ones need just your email. Premium ones are $8.99.

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10 Prompt Engineering Techniques

The free guide to writing prompts that actually work

10 proven techniques to get precise answers from ChatGPT, Claude or Gemini. Each with a copy-ready example.

What's inside:

  • Role, structure, chain-of-thought, few-shot
  • Delimiters, negative constraints, self-critique
  • Grounding on your own data

 

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20 ChatGPT Tricks in 5 Minutes

Boost your office productivity — no docs required

Short recipes for ChatGPT at work: summarize, write, debug, compare, plan. Each one fits in 5 minutes.

What's inside:

  • Article summaries, work emails, presentations
  • Comparisons, outlines, spreadsheet debugging
  • LinkedIn posts, voice notes, briefs

 

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Midjourney Cheatsheet

10 prompt formulas that deliver stunning images

Anatomy of a Midjourney prompt, essential parameters (--ar, --stylize, --no) and 10 ready-to-copy formulas by use case.

What's inside:

  • Portrait, landscape, product, illustration
  • Isometric, cinematic lighting, negative prompts
  • Ratios, stylize, weights, seeds

 

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4 pages

Claude vs ChatGPT vs Gemini

How to pick the right LLM for every task

10 factual comparison axes with copy-ready decision rules: long context, code, reasoning, price, latency, English.

What's inside:

  • Context, code, reasoning, extraction
  • Multilingual, price, latency, strict adherence
  • Copy-ready decision rules

 

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5 pages

50 AI Tools of 2026, Sorted by Use Case

The field guide, no fluff

10 categories, 5 tested tools per category. Writing, image, video, voice, code, agents, data, meetings, PKM.

What's inside:

  • Writing, image, video, voice, code
  • Autonomous agents, data analysis
  • Meetings, PKM, assisted research

 

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6 pages

Build an AI Agent in 30 Days

A day-by-day plan to ship an agent to production

A concrete roadmap for developers moving from POC to production: architecture, tools, tests, deployment, monitoring.

What's inside:

  • Minimal tech stack (Claude/GPT + LangGraph)
  • Golden set, guardrails, human-in-the-loop
  • Monitoring, costs, weekly iteration loop

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6 pages

RAG in Production: 40 Checkpoints

Run this checklist before you ship

10 critical areas (chunking, embeddings, hybrid search, reranking, security, eval, monitoring, cost) with 4 concrete checks each.

What's inside:

  • Chunking, embeddings, vector store
  • Hybrid search, reranking, prompt injection
  • Eval, monitoring, cost, drift

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6 pages

LLM Fine-Tuning: The Real Cost

When, how, and how much: OpenAI, Anthropic, open-source

Decide in 10 minutes whether to fine-tune, prep your dataset, choose LoRA vs full, and estimate real costs.

What's inside:

  • When to fine-tune vs when to RAG
  • Dataset, JSONL format, LoRA vs full
  • Costs on OpenAI, Anthropic, open-source

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7 pages

LLM Security: OWASP Top 10

Real attacks and concrete defenses

The 10 OWASP for LLM Apps vulnerabilities with reproducible attacks and code-level defenses to ship.

What's inside:

  • Prompt injection, output handling, DoS
  • Data poisoning, supply chain, sensitive info
  • Excessive agency, plugin design, model theft

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6 pages

AI Code Review: 15 Workflows

Copilot, Claude, and GPT working your PRs

15 tested workflows to review a PR, catch security bugs, refactor legacy, generate tests, and write commits.

What's inside:

  • Full PR review, security bugs
  • Legacy refactor, library migration
  • Tests, commit messages, architecture

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6 pages

ChatGPT for Business: 25 Workflows

25 tested prompts that save 5-10 hours a week

Communication, analysis, writing, data, decision-making. Each workflow with the exact prompt and a sample output.

What's inside:

  • Emails, meeting notes, customer replies
  • Contract analysis, CSV cleanup, JIRA backlog
  • Cultural translation, onboarding checklists

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7 pages

Launch an AI Startup in 90 Days

The week-by-week battle plan

10 operational weeks: discovery, MVP, pricing, distribution, fundraising or bootstrap. Ready-to-use templates.

What's inside:

  • Discovery, MVP, pilot users
  • Stripe pricing, 5-channel distribution
  • Fundraising vs bootstrap, post-mortem

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6 pages

Python: 30 Data Cleaning Recipes

Everyday pandas, without ever Googling

10 must-have pandas recipes: NaN, duplicates, dates, regex, fuzzy joins, outliers, clean exports, pydantic validation.

What's inside:

  • NaN, duplicates, mixed dates, regex
  • Fuzzy joins, outliers, categoricals
  • CSV/Parquet export, pydantic

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6 pages

25 Essential Analytical SQL Queries

The patterns every analyst must know

10 SQL patterns to know by heart: window functions, cohorts, retention, funnels, running totals, top-N, dynamic pivots.

What's inside:

  • Window functions, LAG, LEAD
  • Cohorts, retention, funnels
  • Running totals, top-N, moving average

One-time payment · lifetime download

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6 pages

Pandas Power User

20 pro patterns that separate beginners from experts

Advanced pandas patterns: query, assign, pipe, groupby.agg, transform vs apply, rolling, resample, categoricals.

What's inside:

  • .query, .assign, .pipe, .agg
  • .transform vs .apply, .rolling
  • resample, merge_asof, categorical

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6 pages

25 Data Viz Recipes

matplotlib and plotly, side by side

10 essential chart types with code for BOTH libraries: histogram, boxplot, heatmap, sankey, treemap, choropleth.

What's inside:

  • Histogram, boxplot, heatmap
  • Scatter, small multiples, annotations
  • Sankey, treemap, choropleth, radar

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7 pages

Machine Learning Cheatsheet

Formulas, algorithms, hyperparams — copy-ready

10 scikit-learn algorithms with formula, code, key hyperparams, and use cases: regression, trees, boosting, PCA, k-means.

What's inside:

  • Linear regression, Ridge, Lasso
  • RF, XGBoost, k-means, PCA
  • CV, metrics, feature importance

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6 pages

PyTorch in 60 Minutes

From zero to your first working network

10 progressive steps: tensors, autograd, nn.Module, DataLoader, training loop, transfer learning, ONNX.

What's inside:

  • Tensors, autograd, nn.Module
  • DataLoader, train loop, GPU
  • Transfer learning, saving, ONNX

One-time payment · lifetime download

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$8.99 CAD
6 pages

MLOps: 30 Checks Before Production

What half of ML projects forget

10 sections: data versioning, MLflow, tests, drift monitoring, A/B, canary, rollback, retraining automation.

What's inside:

  • Data/model versioning, MLflow, DVC
  • Tests, drift monitoring, A/B
  • Canary, rollback, automated retraining

One-time payment · lifetime download

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$8.99 CAD
6 pages

Computer Vision: 15 Recipes

OpenCV, YOLO, SAM, CLIP, Stable Diffusion

10 CV tasks with full code: YOLO detection, SAM segmentation, OCR, face recognition, CLIP embeddings, tracking.

What's inside:

  • OpenCV, YOLO, SAM, OCR
  • Face recognition, ResNet, augmentation
  • Stable Diffusion, CLIP, tracking

One-time payment · lifetime download

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