Technology On the Net

Social Media And Management: 8 Profit-Driven Moves for the Modern Deal-Maker Social media and management used to be two separate jobs. You had a marketing person posting content, and a manager staring at dashboards. That split is dead. Today, social media and management is one discipline: owning a channel from the first post to the final deal. Santa Fe Capital Management LLC is a California-based conglomerate. We operate across real estate, web and mobile development, blockchain, derivatives trading, and digital marketing. We didn't get here by treating social media as a hobby. We treat it as an asset. Here is the tagline we live by: Where there is money to be made, we will go. Social media, properly managed, is where a lot of that money moves. This is not a "post three times a week and reply to comments" guide. This is a list of eight moves for operators who want social media to actually pay. --- 1. Treat Every Channel as an Asset Class Investors don't load al...

Most LLM agents in production can do real things: send email, issue refunds, change records, merge code, or spend money through an API. Prompts and tool allowlists cut down on mistakes, but they can't guarantee the model won't pick the wrong recipient, the wrong amount, or the wrong customer. For a small set of actions, the practical answer is to have a person look before the action runs. Image: mikemacmarketing / photo on flickr via Wikimedia Commons (CC BY 2.0) The hard part isn't deciding that some actions need approval. It's building the gate so it's safe, auditable, and fast enough that people don't start rubber-stamping everything or switching it off. This guide covers how to design approval gates for agent tool calls: which actions to gate, how to pause and resume a run, what the reviewer should see, and how to keep the whole thing from turning into a bottleneck. Decide What Actually Needs a Human If you gate every tool call, reviewers drown...

Marketing Businesses: 7 Strategies That Actually Move the Needle Marketing businesses don't fail because the product is bad. They fail because nobody knows they exist. That's the blunt truth, and we don't sugarcoat it at Santa Fe Capital Management. We're a California-based conglomerate operating across real estate, web and mobile development, blockchain, derivatives trading, and digital marketing. We've seen what actually works when it comes to marketing businesses — and what quietly burns cash. Here's the list. No fluff. No "synergy" talk. Just the moves that bring in revenue. 1. Own Your Local Search Presence Before Anything Else If you're a small business in California, your customers are searching for you right now. The question is whether they find you or your competitor. Google Business Profile optimization, local citations, and review generation are the cheapest marketing wins available. Most businesses skip this because it's not gl...

Most retrieval-augmented generation (RAG) problems that look like "the model is hallucinating" turn out to be retrieval problems, and a surprising number of retrieval problems start one step earlier: at chunking. If a chunk cuts a procedure in half, strips the heading that says which product version it applies to, or mashes a table into a run of numbers, no embedding model or reranker can fully rescue it. This guide walks through how to chunk documents for a production RAG system in a way you can reason about, test, and change later without breaking search. Image: J Brew from near Seattle, USA via Wikimedia Commons (CC BY-SA 2.0) Why chunking matters more than it looks A chunk is the unit your system embeds, retrieves, and pastes into the prompt. That makes it a compromise between three competing goals: Precision. Small chunks produce focused embeddings, so a query about "rotating API keys" matches the paragraph about rotating API keys instead of a ...

Most RAG demos have one user and one pile of documents. Production RAG almost never looks like that. A support assistant indexes tickets from hundreds of customers. An internal knowledge bot indexes HR files, sales contracts, and engineering wikis that different employees are allowed to see. If retrieval ignores those boundaries, the model will happily quote a document the person asking should never have seen, and no amount of prompt wording will stop it. Image: BalticServers.com via Wikimedia Commons (CC BY-SA 3.0) Image: Christopher Bowns via Wikimedia Commons (CC BY-SA 2.0) This post covers how to make retrieval permission-aware: where to enforce access, how to model permissions in your index, how to keep them fresh when access changes, and how to test that nothing leaks. The core rule: filter before the model sees anything The single most important design choice is where you check permissions. There are three places teams try: In the prompt ("on...

Tool Social Media Management: 9 No-Nonsense Picks That Pay for Themselves Tool social media management is not a soft cost. It's a revenue lever. Whether you're a California small-business owner trying to cut agency overhead, an investor repositioning a commercial property, or a blockchain founder building a community before a token launch, your social channels are either generating deal flow or burning your time. There is no middle ground. We don't do "brand storytelling" here. We do execution. The tools below are the ones we'd put in front of a partner who wants results without enterprise bloat. No vanity metrics. No fluff. Just platforms that help you post, track, listen, and convert — and a few that surface opportunities before your competitors even see them. --- 1. Buffer — The Workhorse Scheduler Buffer remains the simplest scheduling tool on the market, and that's exactly why it still earns a spot. It does one thing well: it puts your posts on a...