AI-First SEO, AEO, GEO, and RAO
Optimization for the AI-Driven Web
MarTech - 101 Explained
Marketing Technology Essentials
Beyond the CWS Dashboard: A Guide to Advanced Chrome Extension Analytics and Localized SEO
For Chrome extension developers, understanding performance and user retention is critical for growth. While the official
How To Use Kalman Filters To Build Adaptive Pairs Trading Strategies (Quant Framework)
Static hedge ratios kill pairs trades. You compute a 60-day rolling regression, get a hedge ratio of 0.72, and trade the spread. Two weeks later the fundamental relationship has shifted - the true hedge ratio is now 0.85 - but you're still trading at 0.72. You're bleeding.
There Are Only 4 Ways to Make Money. Everything Else Is a Story.
Let me ruin a few things you believe about money.
Smart doorbell without any subscription
Off-the-shelf smart doorbells, such as those from Ring, require you to pay monthly subscription fees. On top of that, your footage is beamed to Amazon's servers, which can be problematic, given the company's track record of sharing Ring footage with law enforcement.
How does Claude's watermarking actually work?
Transcript from CTO of GPTZero https://www.linkedin.com/pulse/how-does-claudes-watermarking-actually-work-alex-cui-v1lee Anthropic dropped a bombshell announcement yesterday and it was through their help center.
How To Build a Quant Portfolio From Scratch (2026 Edition)
Not a stock-picking guide. The actual mathematics behind capital allocation from covariance estimation to when you cut a strategy entirely.
One Equation Controls Every Dollar You Will Ever Make in Markets.
Knowing what to ignore is a bigger edge than finding more data
You Were Taught One Kind of Average. The One That Actually Runs Your Money Is a Different Number.
Here is a bet. You put up 100 dollars. A fair coin decides. Heads, your money grows by 50 percent. Tails, it shrinks by 40 percent. Expected value per round: plus 5 percent. Take the bet, and take it again, and take it forever. What happens?
Depression is not a mindset, a bad day, or a lack of strength
Robert Sapolsky - neurobiology behind human suffering
LLM - Symbolic + Embedded Space
Views on AI infrastructure, long-horizon limitations, and enterprise adoption strategies.
Loop Engineering
Let's take a look at what is Loop Engineering, understand its benefits and address the key structural weaknesses, cost realities, and operational risks of autonomous AI coding loops.
How you can use Atlas Browse as an Autonomous Business Operator
Instead of using ChatGPT like a glorified chatbot - typing prompts, copying responses, and pasting text across dozens of open tabs: Move from prompting to delegating.
Free, Automated RSS Reader with Liveboat and GitHub Pages
Here is how you can use Liveboat - an open-source tool to completely transform how you consume news.
Microsoft SkillOpt: From Prompt Engineering to Skill Training
A Deep Dive Into SkillOpt’s Framework, Experimental Results, and Open-Source Implementation
KV Caching in LLMs, Clearly Explained
You've seen it every time you use ChatGPT or Claude. The first token takes noticeably longer to appear. Then the rest stream out almost instantly.
Google - Introducing the Open Knowledge Format
Google recently introduced the Open Knowledge Format (OKF), an open specification that formalizes the LLM-wiki pattern into a portable, interoperable format. This is a vendor-neutral, agent- and human-friendly standard for representing the metadata, context, and curated knowledge that modern AI systems need.
Percentiles Explained
What Is P10, P50, and P90?
A Beginner's Guide to Robotics Hardware
https://interlatent.com/blog/interlatent-robotics-hardware-guide
Beyond Prompting: How to Actually Engineer AI Workflows into Business Systems
The article argues that the cutting edge of AI adoption has shifted from simple prompting to building "loops" - autonomous or semi-autonomous execution cycles where an AI model acts as a subroutine inside a programmatic wrapper. It outlines a 5-part framework for applying these loops to core revenue-generating business operations (sales, marketing, recruiting) and warns against unmonitored loop execution.
How to test a mobile Edge extension on Android
To test a mobile Edge extension on Android, you will need to use the Microsoft Edge Canary app from the Google Play Store. You can load your custom extension either by enabling experimental flags for direct ID installation or by connecting remotely via USB to a desktop machine for advanced developer inspection.
Behind the Prompt: How Production LLM Systems Scale in the Real World
Want to serve flagship large language models to millions of concurrent users?
Text Compare Tool - 3 way or 2 way supported
https://www.guideaxon.com/diff-tool.html
(S)AGE - (Sovereign) Agent Governed Experience
https://github.com/l33tdawg/sage
PageIndex: Document Index for Vectorless, Reasoning-based RAG
https://github.com/VectifyAI/PageIndex
TurboVec - Vector Index
RyanCodrai/turbovec
Leverage classifiers for your Agent
One of my favorite superpowers of agents is building classifiers. It’s insanely high leverage. Before AI, you needed a year-round team: - 3 ML engineers to build the models - 3 ML infra engineers to scale them up - 2 software engineers to integrate the parts - 1 data scientist to analyze it - 1 PM to manage the product - 0.5 EM to hold it together Now, in minutes, you can have an agent generate a markdown file that classifies inputs, then let agents run continuously against it.
Markdown memory system for you and your AI agent
iwe.md
Knowledge Graph Extractor
Author - hanxiao https://github.com/hanxiao/knowledge-graph-extractor/ It takes a lot of effort to find a question that's non-trivial to a scaffolded LLM yet still answerable. To find those question-answer pairs, I built a knowledge graph extractor where you can throw a corpus at it, and it extracts the entity relations using qwen3.6-35b-a3b-MTP on an L4 at 70 tps (which is really good for such a low-budget GPU). Then I mark out the longest path in the graph and use it to generate challenging question-answer pairs. The idea is to find those genuinely multi-hop fact chains that are verifiable from the corpus, to stress-test the agentic search system.
Breaking Free from EAS Cloud: Building and Distributing Expo Apps on Your Own Terms
Are you locked into Expo Application Services (EAS) Cloud, and will build and deployment costs scale out of control?
Open Source Bookmark Manager
https://www.xbrowsersync.org/
What is a GGUF model?
How does it work?
Deploying LLMs in production?
Here's a hands-on guide:
Hire the right talent
Marc Andreessen on how to get people to join your 3-person startup Marc says founders have two tools at their disposal to win new hires:
Are you using Claude or Codex correctly
Do you just install Claude and use simple 1-2 liner prompts? Learn how to write a Skill and use sub-agents and go from using 5% of the capabilities to 100%.