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PromptLedger v0.2 — Labels, Status, and Better Diffs

PromptLedger v0.2 — Labels, Status, and Better Diffs

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3 min read
We kept breaking production workflows with prompt changes — so we started treating prompts as code

We kept breaking production workflows with prompt changes — so we started treating prompts as code

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3 min read
Prompt Engineering a Barista: How SQLatte's Personality Transforms SQL into Conversations

Prompt Engineering a Barista: How SQLatte's Personality Transforms SQL into Conversations

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4 min read
01670-309-328 vs +8801670309328: How We Solved a Western Consulting Firm's Phone Number Nightmare

01670-309-328 vs +8801670309328: How We Solved a Western Consulting Firm's Phone Number Nightmare

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3 min read
2D Spatial Recognition with Local LLM: Comparing Prompt Strategies

2D Spatial Recognition with Local LLM: Comparing Prompt Strategies

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5 min read
Structural Logic in Prompt Engineering: Building an AI Grammar Teacher, Not Just a Checker

Structural Logic in Prompt Engineering: Building an AI Grammar Teacher, Not Just a Checker

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4 min read
Contextual Inference with Generative AI: Turning Messy Notes into Professional Meeting Minutes

Contextual Inference with Generative AI: Turning Messy Notes into Professional Meeting Minutes

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4 min read
From 100+ Manual Edits to an AI Workflow: Mastering "People Removal" with Nano Banana 🍌

From 100+ Manual Edits to an AI Workflow: Mastering "People Removal" with Nano Banana 🍌

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3 min read
Cuando le dices a tu LLM "No pulses ese botón"

Cuando le dices a tu LLM "No pulses ese botón"

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12 min read
The 2M Token Trap: Why "Context Stuffing" Kills Reasoning

The 2M Token Trap: Why "Context Stuffing" Kills Reasoning

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5 min read
3 Prompt Engineering Techniques That Unlock Better AI Reasoning

3 Prompt Engineering Techniques That Unlock Better AI Reasoning

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5 min read
Your AI Thinks You're a Genius. That's a Problem.

Your AI Thinks You're a Genius. That's a Problem.

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4 min read
The "Prompt Doom Loop": Why your AI output gets worse the more you try to fix it

The "Prompt Doom Loop": Why your AI output gets worse the more you try to fix it

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3 min read
Prompt Routing & Context Engineering: Letting the System Decide What It Needs

Prompt Routing & Context Engineering: Letting the System Decide What It Needs

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3 min read
When AI Gets Stuck, Don’t Fix It — Restart It

When AI Gets Stuck, Don’t Fix It — Restart It

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2 min read
Stop Context Switching: How I Built a Tool to Generate Elite AI Prompts Inside VS Code

Stop Context Switching: How I Built a Tool to Generate Elite AI Prompts Inside VS Code

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2 min read
Why LLMs Are Bad at "First Try" and Great at Verification

Why LLMs Are Bad at "First Try" and Great at Verification

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6 min read
The Agentic Architect Series: Part 3

The Agentic Architect Series: Part 3

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2 min read
26 Mental Models to Build Better Products in 2026

26 Mental Models to Build Better Products in 2026

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23 min read
Why There's No "Perfect Prompt" And Why The Debate Still Won't Die

Why There's No "Perfect Prompt" And Why The Debate Still Won't Die

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5 min read
Escalation Rules for Agents: Ask vs Refuse vs Unknown (Scope is a contract, not a vibe)

Escalation Rules for Agents: Ask vs Refuse vs Unknown (Scope is a contract, not a vibe)

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4 min read
Prompt Engineering - Crafting Effective Prompts - Guide

Prompt Engineering - Crafting Effective Prompts - Guide

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2 min read
Prompts are logic, not strings: Why I contributed to Convo-Lang

Prompts are logic, not strings: Why I contributed to Convo-Lang

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3 min read
8 Behaviors That Weaken AI Skill Transfer

8 Behaviors That Weaken AI Skill Transfer

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3 min read
Instruction Tuning and Custom Instruction Libraries: Your Model’s Real ‘Operating Manual

Instruction Tuning and Custom Instruction Libraries: Your Model’s Real ‘Operating Manual

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6 min read
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