Mario Sayers

Q1 2026 Field Notes: What Eight Product Teams Taught Us About AI Development This Quarter

Key Takeaways How These Notes Started Eight weeks into the quarter, I started keeping a running log. Not a formal research document — just a notes file I could add to after client calls, project reviews, and the occasional post-mortem that nobody scheduled but everyone needed. The log is now 47 pages. Some of it […]

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Taxing the “Side Hustle”: A Modern Guide to Micro-Entrepreneurship

If you’ve got a side hustle, understanding your tax obligations is essential. You’ll need to pay self-employment tax, track your income and expenses diligently, and claim all eligible deductions to reduce your tax burden. Keep separate records for business and personal expenses to minimize audit risk. Prepare for potential IRS audits by organizing documentation and

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How a Seattle Business Broker Helps Small Business Owners

Running a small business requires dedication, strategic planning, and a deep understanding of your industry. However, when it comes time to sell, expand, or transition ownership, the process can be complex and overwhelming. That’s where a seattle business broker becomes a valuable partner. These professionals help small business owners navigate buying and selling transactions, maximize

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Why FDA Registration Is the First Thing to Check When Choosing a Warehouse Partner

If you’re moving food products, supplements, or pet food into the U.S. market, there’s a regulatory box that gets overlooked until it causes problems. FDA warehouse registration. It sounds like paperwork, and honestly, it kind of is. But missing it can hold up shipments, harm customer trust, and put your brand in a tough spot

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Why “We Have a Lot of Data” Often Means “We Have a Lot of Duplicates”

Teams jump into AI and big data projects expecting cleaner reporting and smarter automation, then hit a wall when totals do not match from one dashboard to the next. A common reason is not “bad analytics.” It is repeated records. Data gets copied, merged, imported, and sold through vendors, and duplicates pile up until they

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Making Data Assets Discoverable Across the Enterprise

The Visibility Challenge Organizations collect and generate massive volumes of data, but accumulation is not the same as accessibility. Teams across marketing, finance, operations and R&D often operate with incomplete awareness of what data exists, who owns it, and whether it is reliable for decision-making. This lack of discoverability creates duplicated effort, inconsistent metrics, and

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Practical proxy strategy for stable SOCKS5 and HTTPS sessions with INSOCKS

Proxy results are predictable when buying and configuration follow a repeatable routine instead of trial and error. This guide explains how to select proxy types, choose between SOCKS5 and HTTPS, and validate an IP before scaling to a pool. It uses proxy Insocks as the reference point for a per IP daily rental model with

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Daily proxy operations with Nsocks for reliable routing and measurable renewals

Daily proxy rentals become easier to manage when each IP has one purpose, a repeatable test, and a clear renew or replace rule. This guide shows how teams plan proxy selection, choose SOCKS5 or HTTPS, and validate quality early using https://nsocks.net/ as the reference point for a per IP workflow. You will learn how to

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