{# 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. #} Product Concept - Definition, Types, and Examples - A Complete Guide

Product Concept - Definition, Types, and Examples - A Complete Guide

Recommendation: Start with a one-sentence product concept that is high value yet concrete, making it simple to test through real customer conversations and feedback. A product…

~/digital-marketing 10 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 5 Stages of Consumer Buying Behavior - A Practical Guide to Understanding Purchasing Decisions

The 5 Stages of Consumer Buying Behavior - A Practical Guide to Understanding Purchasing Decisions

Start by mapping each stage to a user persona and craft the right messages for those moments. This alignment turns insights into actions, helping your team move quickly and…

~/digital-marketing 15 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. #} Types of AI Agents - Reactive, Proactive, and Conversational

Types of AI Agents - Reactive, Proactive, and Conversational

Recommendation: Begin with a reactive agent template for well-defined tasks; ensure events precede outcomes, then add a proactive layer that predicts user needs, reduces wait…

~/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. #} 3 Critical Product Launch Phases - A Step-by-Step Guide to a Successful Launch

3 Critical Product Launch Phases - A Step-by-Step Guide to a Successful Launch

Begin with a concrete, phase-aligned plan and cross-functional collaboration from the start. Align goals, owners, and timelines to reduce friction and ensure immediate progress…

~/digital-marketing 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. #} Product Marketing vs Demand Generation - Their Key Differences

Product Marketing vs Demand Generation - Their Key Differences

Recommendation: Treat Product Marketing and Demand Generation as two halves of one growth engine. Both must align around a single goal: convert interest into customers. Establish…

~/digital-marketing 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. #} Go-to-Market Strategy Plan - A Comprehensive Guide to Successful Market Entry

Go-to-Market Strategy Plan - A Comprehensive Guide to Successful Market Entry

Start with задачей: define a tightly focused ICP, articulate the top three problems, and set a 90-day план to test канал using data from credible источникам and early testers…

~/digital-marketing 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. #} Modern Marketing Concepts - Features, Importance, and Philosophies

Modern Marketing Concepts - Features, Importance, and Philosophies

Start with a customer-centric blueprint: define specific segments, set clear KPIs, and implement a test-and-learn loop that yields verifiable earning results. This approach aligns…

~/digital-marketing 10 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. #} Positioning Your Company for Growth in 2026 - How to Succeed

Positioning Your Company for Growth in 2026 - How to Succeed

Begin with a clear primary metric and a real-time dashboard to track it across teams. Make health of the customer journey your compass, and tie every initiative to a measurable…

~/digital-marketing 9 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 Facebook Ads Budget Calculator - Optimize Your Ad Spend

Free Facebook Ads Budget Calculator - Optimize Your Ad Spend

Recommendation: Set a daily cap based on your monthly budgets and implement a 30/70 test-to-scale split to keep balancing across campaigns. Start with the most realistic targets…

~/smm 11 min

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