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Available for macOS 13.0+

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Field notes.

Issue 51 · July 2026Prompt engineering, quietly

Writing about the craft of prompting, the shape of agents, and the small engineering decisions that make models useful in real work.

№ 01 · Featuredvideo generation6 min read

Why OpenAI Killed Sora

Discover why OpenAI shut down Sora, what safety and product signals drove it, and what creators should do next in AI video. Read the full guide.

RephraseMarch 28, 2026Read the essay →
Recently  ·  July 2026
  1. № 02

    Prompting LLMs Over Long Documents: A Guide

    Learn chunking, extraction, and retrieval strategies for prompting LLMs on contracts, reports, and PDFs. Real examples included. Read the full guide.

    prompt engineering
    RephraseMarch 27, 2026  ·  9 min read
  2. № 03

    How to Prompt AI Presentation Tools Right

    Stop getting bullet-point dumps. Learn how to prompt Gamma, Beautiful.ai, and Google Slides AI for structured, visual decks. See templates inside.

    prompt tips
    RephraseMarch 27, 2026  ·  7 min read
  3. № 04

    LLM Prompts for No-Code Automation (2026)

    Learn how to write deterministic, reusable LLM prompts for Zapier, Make, and similar tools. Covers chaining, variable handling, and templates. Read the full guide.

    prompt engineering
    RephraseMarch 26, 2026  ·  8 min read
  4. № 05

    How to Prompt AI for Video Scripts That Actually Work

    Most AI video scripts fail on pacing and hooks. Learn a prompting system for Reels, YouTube, and explainers with reusable templates. Read the full guide.

    prompt tips
    RephraseMarch 26, 2026  ·  7 min read
  5. № 06

    Few-Shot Prompting: A Practical Deep Dive

    Learn how to select, order, and validate few-shot examples that actually work - and why bad examples hurt more than none. Read the full guide.

    prompt engineering
    RephraseMarch 26, 2026  ·  8 min read
  6. № 07

    Decision-Making Prompts for AI Agents

    Learn how to structure agent prompts with stop conditions, constraint framing, and confidence thresholds. Build agents that know when to stop. Read the full guide.

    prompt engineering
    RephraseMarch 26, 2026  ·  7 min read
  7. № 08

    Prompt Compression: Cut Tokens Without Losing Quality

    Learn 4 proven prompt compression techniques that cut token costs and latency in production. Before/after benchmarks included. Read the full guide.

    prompt engineering
    RephraseMarch 26, 2026  ·  7 min read
  8. № 09

    Why Your Prompts Break After Model Updates

    Discover why reliable prompts fail after AI model updates, which patterns are most fragile, and how to write model-agnostic prompts. Includes an audit checklist.

    prompt engineering
    RephraseMarch 25, 2026  ·  8 min read
  9. № 10

    Diff-Style Prompting: Edit Without Rewriting

    Stop regenerating from scratch. Learn diff-style prompting to tell AI exactly what to change, keep, and cut. Reusable scaffold included. Read the full guide.

    prompt engineering
    RephraseMarch 25, 2026  ·  7 min read
  10. № 11

    Why Long Chats Break Your AI Prompts

    Discover why AI prompts fail after 10 messages and how to fix it with anchoring, summary injection, and thread resets. Read the full guide.

    prompt engineering
    RephraseMarch 25, 2026  ·  7 min read
  11. № 12

    6 Prompt Failure Modes That Show Up at Scale

    Prompts that pass quick tests often break at scale. Learn 6 failure modes-with diagnosis checklists and fixes-before they hit production. Read the full guide.

    prompt engineering
    RephraseMarch 25, 2026  ·  8 min read
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