{# 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. #} What Is an AI Agent? A Comprehensive Beginner's Guide for 2026

What Is an AI Agent? A Comprehensive Beginner's Guide for 2026

Start with a concrete recommendation: deploy an AI agent as a software module that operates on your platform to handle predefined tasks autonomously, where outcomes are traceable…

~/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. #} Multi-Agent AI Systems in 2026 - Key Insights, Examples, and Challenges

Multi-Agent AI Systems in 2026 - Key Insights, Examples, and Challenges

Recommendation: Start with a bottleneck audit across agents and run a short, controlled pilot to validate coordination. Build a small, shared governance model that assigns clear…

~/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. #} Saving Time, Strengthening Messaging - Grammarly AI for Iterable

Saving Time, Strengthening Messaging - Grammarly AI for Iterable

Start using Grammarly AI inside Iterable now to cut editing time on pages by up to 35% and speeding up the process while strengthening messaging that is brand-aligned with your…

~/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. #} No-Code Workflow Automation with n8n from Scratch - A 48-Hour Build

No-Code Workflow Automation with n8n from Scratch - A 48-Hour Build

Start with a concrete, shareable workflow that automates a real task–like form submissions or ticket routing–and ship it within 48 hours. Map a compact end-to-end process, then…

~/ai-engineering 11 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. #} Why AI Pricing Should Be in Your 2026 Plans

Why AI Pricing Should Be in Your 2026 Plans

Recommendation: Start 2025 with an AI pricing pilot to produce measurable revenue lift and margin protection. Build a cross‑functional plan, secure executive sponsorship, and set…

~/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. #} What Is a Learning Agent in AI? Definition, How It Learns, and Examples

What Is a Learning Agent in AI? Definition, How It Learns, and Examples

Start by defining a learning agent as an autonomous actor that improves its behavior over time through interaction with its environment. In AI, a learning agent maintains a policy…

~/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. #} Real Beauty Redefined for the AI Era - An Inclusive Case Study

Real Beauty Redefined for the AI Era - An Inclusive Case Study

Audit your visual library today to ensure inclusive representation across campaigns and products. This quick step aligns with trends and helps your team understand how looks and…

~/ai-engineering 11 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. #} Free AI Outline Generator - Create SEO-Optimized Outlines Fast

Free AI Outline Generator - Create SEO-Optimized Outlines Fast

Start with a complete, fast outline built around your target keywords. This Free AI Outline Generator delivers a precise structure that maps user intent to chapters, sections, and…

~/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. #} How to Write Clear AI Prompts for Content Marketing - Best Practices

How to Write Clear AI Prompts for Content Marketing - Best Practices

Define the objective and audience first, and pin a single deliverable. A prompt that names the target reader, the content format, and the success metric helps you work fast and…

~/ai-engineering 15 min

subscribe

Stay in the loop

Get new articles on AI, growth, and B2B strategy — no noise.

{# No on purpose — see apps.blog.views.newsletter_subscribe for the reasoning (anon pages must not Set-Cookie: csrftoken or the nginx edge cache skips them). Protection is via Origin/Referer in the view, not via the token. #}