The blog where AI gets
real.

Strategies, tutorials, experience and opinions. No hype, just reality.

AI Agents Without Embeddings: How Vercel Replaces RAG With grep, find and cat
GrowthApr 12, 2026

AI Agents Without Embeddings: How Vercel Replaces RAG With grep, find and cat

GLM-5.1 and 8-Hour Autonomous Agents: What Long-Horizon AI Means for Your Stack
GrowthApr 12, 2026

GLM-5.1 and 8-Hour Autonomous Agents: What Long-Horizon AI Means for Your Stack

NVIDIA Agent Toolkit Breakdown: OpenShell, Nemotron and AI-Q for Enterprise Teams
GrowthApr 12, 2026

NVIDIA Agent Toolkit Breakdown: OpenShell, Nemotron and AI-Q for Enterprise Teams

Microsoft MAI Models: What Voice, Transcription and Image Foundation Models Mean for Builders
GrowthApr 12, 2026

Microsoft MAI Models: What Voice, Transcription and Image Foundation Models Mean for Builders

Gemma 4 Under Apache 2.0: Why Google's Open Model Reshapes Enterprise AI Strategy
GrowthApr 12, 2026

Gemma 4 Under Apache 2.0: Why Google's Open Model Reshapes Enterprise AI Strategy

Maylee: The AI Email Client That Changes Everything for Professionals
GrowthApr 11, 2026

Maylee: The AI Email Client That Changes Everything for Professionals

Chandra OCR Reignites the Structured Document Race: Why Layout Understanding Matters Again
GrowthMar 27, 2026

Chandra OCR Reignites the Structured Document Race: Why Layout Understanding Matters Again

Context-1 Splits Search From Answering: Why Chroma's 20B Model Rewrites RAG Pipelines
GrowthMar 27, 2026

Context-1 Splits Search From Answering: Why Chroma's 20B Model Rewrites RAG Pipelines

Intel Arc Pro B70: 32GB VRAM at $949, the New Threshold for Local AI Inference
GrowthMar 27, 2026

Intel Arc Pro B70: 32GB VRAM at $949, the New Threshold for Local AI Inference

Why Agent Skills Are Replacing Dashboards: The last30days Case Study
GrowthMar 27, 2026

Why Agent Skills Are Replacing Dashboards: The last30days Case Study

Cursor Composer 2 Review: Benchmarks, Pricing, and the Kimi K2.5 Controversy Explained
GrowthMar 23, 2026

Cursor Composer 2 Review: Benchmarks, Pricing, and the Kimi K2.5 Controversy Explained

Everything Claude Code Is Approaching 100K GitHub Stars: Here's Why Developers Are Obsessed
GrowthMar 23, 2026

Everything Claude Code Is Approaching 100K GitHub Stars: Here's Why Developers Are Obsessed

Project NOMAD: The Free Offline Survival Server With AI, Wikipedia, and Maps That Hit #1 on GitHub
GrowthMar 23, 2026

Project NOMAD: The Free Offline Survival Server With AI, Wikipedia, and Maps That Hit #1 on GitHub

Cursor vs Lovable vs v0 vs Claude Code: The Ultimate Vibe Coding Tools Comparison Guide (2026)
GrowthMar 23, 2026

Cursor vs Lovable vs v0 vs Claude Code: The Ultimate Vibe Coding Tools Comparison Guide (2026)

PentAGI Review: Can This Open-Source AI Agent Really Automate Penetration Testing?
GrowthMar 23, 2026

PentAGI Review: Can This Open-Source AI Agent Really Automate Penetration Testing?

World AgentKit Explained: How Proof-of-Human Changes the AI Agent Economy
GrowthMar 20, 2026

World AgentKit Explained: How Proof-of-Human Changes the AI Agent Economy

NVIDIA NemoClaw Explained: How It Works, What It Secures, and Why It Matters for AI Agents
GrowthMar 20, 2026

NVIDIA NemoClaw Explained: How It Works, What It Secures, and Why It Matters for AI Agents

OpenDataLoader PDF Review: The Open-Source PDF Parser That Beats Every Competitor in AI Benchmarks
GrowthMar 20, 2026

OpenDataLoader PDF Review: The Open-Source PDF Parser That Beats Every Competitor in AI Benchmarks

LangChain Open SWE: Can AI Agents Really Replace Junior Developers? Everything You Need to Know
GrowthMar 20, 2026

LangChain Open SWE: Can AI Agents Really Replace Junior Developers? Everything You Need to Know

Claude HUD Review: The Open-Source Plugin That Gives Claude Code a Dashboard It Always Needed
GrowthMar 20, 2026

Claude HUD Review: The Open-Source Plugin That Gives Claude Code a Dashboard It Always Needed

MarkItDown: Microsoft's Free Tool to Prep Your Documents for RAG Pipelines
GrowthMar 19, 2026

MarkItDown: Microsoft's Free Tool to Prep Your Documents for RAG Pipelines

Gemini Reads Your Emails and Photos: How to Enable (or Block) Personal Intelligence
GrowthMar 19, 2026

Gemini Reads Your Emails and Photos: How to Enable (or Block) Personal Intelligence

Mistral Forge: Should You Ditch OpenAI to Fine-Tune Your Own AI Models?
GrowthMar 19, 2026

Mistral Forge: Should You Ditch OpenAI to Fine-Tune Your Own AI Models?

Why Your AI Agents Need a Sandbox: OpenSandbox by Alibaba Explained
GrowthMar 19, 2026

Why Your AI Agents Need a Sandbox: OpenSandbox by Alibaba Explained

Rebel Audio vs Riverside vs Descript: Which AI Podcast Studio Should You Pick in 2026?
GrowthMar 19, 2026

Rebel Audio vs Riverside vs Descript: Which AI Podcast Studio Should You Pick in 2026?

Superpowers for Claude Code: The #1 Skills Framework That Makes AI Actually Ship Production Code
GrowthMar 18, 2026

Superpowers for Claude Code: The #1 Skills Framework That Makes AI Actually Ship Production Code

MiroFish: The AI Swarm Engine That Simulates the Future (And Got $4M in 24 Hours)
GrowthMar 18, 2026

MiroFish: The AI Swarm Engine That Simulates the Future (And Got $4M in 24 Hours)

Gamma Imagine Review: Can This AI Tool Really Replace Canva for Business Graphics?
GrowthMar 18, 2026

Gamma Imagine Review: Can This AI Tool Really Replace Canva for Business Graphics?

Microsoft BitNet: Run 100B Parameter LLMs on Your CPU, No GPU Required
GrowthMar 18, 2026

Microsoft BitNet: Run 100B Parameter LLMs on Your CPU, No GPU Required

Lightpanda: The Open-Source Headless Browser Built From Scratch in Zig (Everything You Need to Know)
GrowthMar 18, 2026

Lightpanda: The Open-Source Headless Browser Built From Scratch in Zig (Everything You Need to Know)

OpenViking: ByteDance's Open-Source Context Database That Gives AI Agents Real Memory
GrowthMar 18, 2026

OpenViking: ByteDance's Open-Source Context Database That Gives AI Agents Real Memory

Impeccable: The Design Skill That Stops Your AI-Generated UIs from Looking Like AI (Complete Guide)
GrowthMar 18, 2026

Impeccable: The Design Skill That Stops Your AI-Generated UIs from Looking Like AI (Complete Guide)

Hindsight: The Open-Source Memory System That Lets AI Agents Actually Learn (91.4% on LongMemEval)
GrowthMar 18, 2026

Hindsight: The Open-Source Memory System That Lets AI Agents Actually Learn (91.4% on LongMemEval)

Nemotron Coalition: Complete Guide to NVIDIA's Open-Source AI Models for Developers
GrowthMar 17, 2026

Nemotron Coalition: Complete Guide to NVIDIA's Open-Source AI Models for Developers

Mistral Small 4: How to Deploy the 119B MoE Model (Benchmarks, vLLM, Quantization & Alternatives)
GrowthMar 17, 2026

Mistral Small 4: How to Deploy the 119B MoE Model (Benchmarks, vLLM, Quantization & Alternatives)

Leanstral: Complete Guide to the First Open-Source Agent for Formal Proofs in Lean 4
GrowthMar 17, 2026

Leanstral: Complete Guide to the First Open-Source Agent for Formal Proofs in Lean 4

LangChain Deep Agents: The Open-Source Framework for Building Production-Ready Autonomous AI Agents
GrowthMar 17, 2026

LangChain Deep Agents: The Open-Source Framework for Building Production-Ready Autonomous AI Agents

claude-mem: Review, Architecture, and Alternatives for Claude Code Persistent Memory
GrowthMar 17, 2026

claude-mem: Review, Architecture, and Alternatives for Claude Code Persistent Memory

RAG Poisoning: 3 Fake Documents Can Hijack Your Enterprise AI
GrowthMar 15, 2026

RAG Poisoning: 3 Fake Documents Can Hijack Your Enterprise AI

Zero Hallucination TTS: How TADA by Hume AI Rethinks Speech Synthesis
GrowthMar 15, 2026

Zero Hallucination TTS: How TADA by Hume AI Rethinks Speech Synthesis

We're Testing Postiz to Replace Buffer: Here's Why
GrowthMar 15, 2026

We're Testing Postiz to Replace Buffer: Here's Why

AI Agents in Production: Why the Context Layer Changes Everything
GrowthMar 15, 2026

AI Agents in Production: Why the Context Layer Changes Everything

Can Your Laptop Run AI Locally? A Technical Guide for 2026
GrowthMar 15, 2026

Can Your Laptop Run AI Locally? A Technical Guide for 2026

Macrohard Explained: Inside Tesla and xAI's Troubled AI Agent Project
GrowthMar 14, 2026

Macrohard Explained: Inside Tesla and xAI's Troubled AI Agent Project

Task Master AI: How We Structure Our Code Agents' Workflow
GrowthMar 14, 2026

Task Master AI: How We Structure Our Code Agents' Workflow

This Free Rust Stack Replaces 4 LLM Tools at Once
GrowthMar 14, 2026

This Free Rust Stack Replaces 4 LLM Tools at Once

Your LLM Can Now Memorize a 40K-Token Doc in Under One Second
GrowthMar 14, 2026

Your LLM Can Now Memorize a 40K-Token Doc in Under One Second

Perplexity Computer: Can an AI Agent Actually Replace Your Team?
GrowthMar 13, 2026

Perplexity Computer: Can an AI Agent Actually Replace Your Team?

GPT-5.4 Enterprise Review: API Costs, Real ROI, and Which LLM Your Agency Should Deploy in 2026
GrowthMar 12, 2026

GPT-5.4 Enterprise Review: API Costs, Real ROI, and Which LLM Your Agency Should Deploy in 2026

Alibaba Page Agent Review: Free Cursor Alternative or Just Another AI Gimmick?
GrowthMar 12, 2026

Alibaba Page Agent Review: Free Cursor Alternative or Just Another AI Gimmick?

DeepSeek V4 Review: Professional Assessment of the Best Chinese AI Model vs ChatGPT
GrowthMar 12, 2026

DeepSeek V4 Review: Professional Assessment of the Best Chinese AI Model vs ChatGPT

Qwen 3.5: Why Agencies Are Ditching API Costs for This Local Open Source AI Model
GrowthMar 12, 2026

Qwen 3.5: Why Agencies Are Ditching API Costs for This Local Open Source AI Model

Gemini Flash Lite review: the cheapest AI model of 2026 and how it compares to GPT-4o mini
GrowthMar 12, 2026

Gemini Flash Lite review: the cheapest AI model of 2026 and how it compares to GPT-4o mini

AI Web Development: How We Deliver Sites at €5,000 Instead of €20,000
GrowthMar 10, 2026

AI Web Development: How We Deliver Sites at €5,000 Instead of €20,000

AI Agent: How to Auto-Update Your Blog Posts (and Why It's Now Essential)
GrowthMar 10, 2026

AI Agent: How to Auto-Update Your Blog Posts (and Why It's Now Essential)

Newsjacking SEO: How We Generate 50 to 70 Articles a Month by Riding the News
GrowthMar 10, 2026

Newsjacking SEO: How We Generate 50 to 70 Articles a Month by Riding the News

Translate Your Site Into 40 Languages with AI: The International Lever Nobody Uses
GrowthMar 10, 2026

Translate Your Site Into 40 Languages with AI: The International Lever Nobody Uses

AI Data Analysis: Turn Your Data Into Growth Decisions
GrowthMar 10, 2026

AI Data Analysis: Turn Your Data Into Growth Decisions