{# LCP-image preload on the listing page: the first post card with a cover is the largest contentful paint candidate on most viewports. Same imagesrcset / imagesizes as the card so the browser fetches the right variant. Only emits on page 1 — paginated views scroll into other LCPs and a wrong preload would waste bytes. #} Skip to content

cat /var/log/keygroup.log

Notes on AI, growth, and product.

Field reports from the KeyGroup team — what we ship, how we measure it, and the patterns that survive contact with production.

{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} The 2026 State of Marketing AI Report - Trends, Insights, and Practical Strategies for Marketers

The 2026 State of Marketing AI Report - Trends, Insights, and Practical Strategies for Marketers

Invest in predictive AI now to cut time-to-market by an estimated 20-25% and boost overall campaign performance by 12-18% across both brand and ecommerce efforts. A review of 2025…

~/ai-engineering 12 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} 12 Must-Try ChatGPT Prompts for Creative Ideas in 2026

12 Must-Try ChatGPT Prompts for Creative Ideas in 2026

Begin by pairing a creative prompt with a clear intent and asking for five ideas in your niche. This article outlines twelve prompts you can try to spark ideas across pricing…

~/ai-engineering 18 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} New to AI Brand Insights - How to Scan Your Brand Visibility in Perplexity

New to AI Brand Insights - How to Scan Your Brand Visibility in Perplexity

Begin with a fast, paid AI-sourced visibility scan that yields first-hand benchmarks across your category. This shows where you stand and gives you concrete actions you can take…

~/ai-engineering 13 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} Mastering AI Prompts for Social Media - Create, Optimize & Engage in 2026

Mastering AI Prompts for Social Media - Create, Optimize & Engage in 2026

Start with a five-day ideation sprint: define your audience, choose a base model, and establish a repeatable prompt routine. The suggested prompts cover tweets, stories, reels…

~/ai-engineering 16 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} How to Use Canva AI - 10 AI Features to Try in Canva Magic

How to Use Canva AI - 10 AI Features to Try in Canva Magic

Start by enabling AI-generated mockups for your front-page design to validate ideas before you invest time. Create three sizes: 1080x1080, 1920x1080, and 1080x1920 to cover social…

~/ai-engineering 12 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} Generative AI for Business - Benefits, Challenges, and Use Cases

Generative AI for Business - Benefits, Challenges, and Use Cases

Begin with a focused data strategy and a small, well-scoped set of use cases to prove value quickly. This approach keeps regulatory considerations in view while you validate…

~/ai-engineering 14 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} AI vs Machine Learning - Key Differences and Practical Uses

AI vs Machine Learning - Key Differences and Practical Uses

Start with a concrete plan: define the objective, select AI or ML accordingly, and run a small automated pilot before a full rollout. For every project, map inputs, outputs…

~/ai-engineering 12 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} The Ultimate Guide to Creating a Winning AI Content Strategy in 2026

The Ultimate Guide to Creating a Winning AI Content Strategy in 2026

Begin with a concrete recommendation: map three audience-centric content streams and lock in a rapid approvals workflow. For each stream, define the objective, the minimum viable…

~/ai-engineering 13 min
{# Browsers pick the smallest supported format (AVIF → WebP → JPEG) AND the closest width for the layout. Cards render at ~320 px on mobile, ~400 px on tablet, ~480 px in the 3-up desktop grid; 320 / 640 / 960 cover those at 1× / 2× / 2×-large-desktop. `sizes` tells the browser the slot is roughly one-third of viewport on large screens. #} 8 Best Social Media Automation Tools in 2026 for Smarter Marketing

8 Best Social Media Automation Tools in 2026 for Smarter Marketing

Recommendation: Start with a single automation hub that handles posting, scheduling, and analytics, then add targeted tools to cover niches. The right choice keeps tasks tidy and…

~/ai-engineering 10 min

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