Technology On the Net

Digital Marketing Is What? Here's the Straight Answer Ask a random business owner "digital marketing is what, exactly?" and you'll get a fuzzy answer — something about social media, maybe SEO, maybe email. Ask us at Santa Fe Capital Management and you'll get a different response: digital marketing is a revenue channel. Full stop. We're a California-based firm built around one principle: where there is money to be made, we go. That principle runs through every vertical we operate — real estate, web and mobile development, blockchain, derivatives, and yes, digital marketing. We don't run campaigns because we like creative direction. We run them because they bring in deal flow, fill pipelines, and move properties. This article is a working breakdown of what digital marketing actually is, the way we use it, and how you should use it too. The Short Answer Digital marketing is the use of online channels to drive, capture, and convert attention into revenue. ...

When an LLM provider returns HTTP 429, the naive fix is “sleep and retry.” In production that pattern often makes outages worse: every client retries on the same cadence, your gateway multiplies traffic, and the provider stays overloaded. Adaptive rate-limit backoff is the opposite approach—read what the API tells you, space retries with jitter, and shed work before you burn tokens on doomed calls. Image: mikemacmarketing / photo on flickr via Wikimedia Commons (CC BY 2.0) Image: Midjourney; prompt suggested by Grok via Wikimedia Commons (Public domain) This post is a practical playbook for October 2026: how to detect rate limits, parse Retry-After , pick delay strategies, coordinate retries across processes, and decide when to fail fast or fall back to another model. It is not about inventing provider quotas; it is about surviving them cleanly. What a rate limit looks like in practice Most hosted LLM APIs signal overload with HTTP 429 (Too Many Requests) and s...

Mgmt Social Media: 10 Ways to Turn Your Social Channels into Revenue Streams Social media management isn’t about likes, shares, or pretty brand storytelling. It’s about revenue. If a post doesn’t move a prospect closer to a deal, it’s a hobby — and hobbies don’t pay overhead. At Santa Fe Capital, we operate across real estate, web development, blockchain, derivatives trading, and digital marketing. We approach social media the same way we approach every other vertical: we find where the money is, and we go there. This is the mgmt social media playbook we use — ten specific moves that turn social channels from time sinks into profit drivers. 1. Stop Counting Likes. Start Counting Leads. Vanity metrics feel good. They don’t pay invoices. Every piece of content you publish should have a job — and that job is generating a lead, a booking, or a sale. Set up conversion tracking on every profile that allows it. Use UTM parameters on every link. Tag your campaigns. If you can’t tell which...

Long agent runs do not belong on a single open HTTP request. When a tool loop can take minutes—scraping sites, calling three vendors, waiting on a human approval—you need an async job pattern: accept the work, return a job id immediately, then deliver the result with polling or a webhook. This guide covers a practical design you can ship in October 2026 without inventing exotic infrastructure. Image: mikemacmarketing / photo on flickr via Wikimedia Commons (CC BY 2.0) Image: Midjourney; prompt suggested by Grok via Wikimedia Commons (Public domain) Why synchronous LLM APIs break under real agent work A chat completion that returns in two seconds fits a request/response model. An agent that plans, calls tools, retries, and summarizes does not. Holding the client connection open creates three failure modes: Proxy and load-balancer timeouts cut the stream mid-run even though your worker is still healthy. Client disconnects leave orphaned GPU and tool work unless...

AI Generator Videos: 9 Street Interviews You Can Create in Seconds Remember the old way? Rent a camera. Bribe a friend to hold a boom mic. Stand on a sidewalk for three hours and pray that somebody — anybody — says something interesting on camera. Street interviews look effortless. They are not. That's where AI generator videos just changed the math. You don't need a crew, a permit, or one brave stranger willing to tell your audience what they'd do with a billion dollars. You need a location, an interviewer, and one killer question. Type them into streetinterview.ai, and the video builds itself. Realistic characters, natural lighting, lip sync that actually matches. Delivered in vertical 9:16 or widescreen — in seconds. No cameras. No actors. No editing. No "sorry, can you say that again, the wind was too loud." Just you, a prompt, and a feed that's about to get a lot more interesting. Why the Street Interview Format Demolishes the Feed Here's the ...

LLM agents retry. Gateways retry. Clients retry after timeouts. Those retries are often correct for model inference, but they are dangerous for tool side effects. Charge a card twice, send the same email three times, or open duplicate tickets, and you have a production incident that offline evals never caught. In October 2026, the practical fix is the same pattern payment APIs have used for years: idempotency keys that make tool calls safe under replay. This guide covers why agent retries duplicate side effects, where to attach keys, how to design key scope and TTL, concrete store and middleware patterns, common failure modes, and a production checklist you can apply without rewriting your whole agent stack. Why retries duplicate tool side effects Agent loops are not single HTTP requests. A typical production path looks like this: user message → planner/model → tool call → tool HTTP/RPC → model again → maybe more tools. Failures can happen at every hop: Gateway timeouts — th...