Author: admin

  • Built at 60 — The Series

    One retired engineer. One computer. Eleven parts. No guru promises.

    On 31/12/2025, my company went bankrupt. I was 59, with 35 years of civil
    engineering behind me — and nowhere to go in the morning.

    I knew zero code. Then I met AI. This series is what happened next: what I
    built, what broke, what it actually cost, and who I became along the way.

    No income claims. No “anyone can do it.” Just one true story, told in
    eleven parts, one per day.

    New here? Start at Part 1 👇

    [https://www.vetting-smart.top/i-retired-at-60-then-i-started-over/]

    Act I — The Beginning

    1. I Retired at 60. Then I Started Over.
    Retirement as a beginning, not an ending. The empty calendar, the three hard
    months, and the decision to build instead of rest.
    [https://www.vetting-smart.top/i-retired-at-60-then-i-started-over/] · Live 19/10

    2. I Knew Zero Code
    The blank screen at age 60. First contact with code and AI, and the discipline of showing up every day.
    Part 2 is live :[https://www.vetting-smart.top/i-knew-zero-code/]

    3. My First 100 Stupid Questions
    The dumbest question that unlocked everything. Asking well turned out to be
    the skill itself.
    Part 3 is live: [https://www.vetting-smart.top/my-first-100-stupid-questions/]

    Act II — The Building

    4. I Built the Machine
    From doing tasks by hand to building systems that do them — workflows, agents,
    a VPS. The engineer’s shift.
    Part 4 is live:[https://www.vetting-smart.top/i-built-the-machine/]

    5. I Built a Website for $2 (None of It Mine)
    A $5 broker gift became a live website: $1 domain + $1 hosting. Not to get
    rich — the joy of working in my twilight years.
    Part 5 is live:[https://www.vetting-smart.top/i-built-a-website-for-2-none-of-it-mine/]

    6. What It Actually Cost
    The “$0” myth vs the real ledger: VPS fees, domains, and the hours nobody
    counts. Line by line, honestly.
    Part 6 is live: [https://www.vetting-smart.top/what-it-actually-cost/]

    Act III — The Hardest Build

    7. From Zero to an EA on a VPS
    The trading journey in one arc: the bug that lied to me, 11.75 years of
    backtesting, and an EA now running live — untouched.
    Coming 25/10

    Act IV — The Human

    8. I Publish in English. It’s Not My Language.
    Every word you read was written in a language I don’t speak. The ideas are
    mine. The English is borrowed. Both are disclosed.
    Coming 26/10

    9. My Workday Starts at 1 AM
    While the city sleeps. The 1–2 AM rhythm, honestly told — discipline designed
    like a structure.
    Coming 27/10

    10. A Civil Engineer Builds Systems — Even in Markets
    Foundations, load testing, safety margins. What 35 years of engineering taught
    me about markets, machines, and myself.
    Coming 28/10

    Epilogue

    11. The Easiest Way to Support an Old Man’s Work
    The ask — earned by the story, carried by humor. It costs you nothing extra.
    It keeps me building.
    Coming 29/10

    This page updates daily as new parts go live. Want each part in your inbox?
    [Newsletter signup link] — one email per part, no spam, unsubscribe anytime.

    We vet tokens. We vet systems. We vet ourselves.

  • I Retired at 60. Then I Started Over.

    I didn’t get a gold watch. I got a bankruptcy notice.

    On December 31, 2025, the company I worked for shut down — another casualty of hard economic times. I was 59 years old, with 35 years of civil engineering behind me, and suddenly nowhere to go in the morning.

    The first five years, I was a contractor building residential houses with my own crew — hands in the concrete. Then I joined a company and worked my way up to construction director: sites, schedules, steel, people. For three decades, my days had a shape. The office. The computer. The site.

    Then, overnight, the shape was gone.

    The three empty months

    The first three months were the hardest. Not the money — the habit. I missed sitting at a computer. I missed having something to solve. Retirement brochures show old men fishing. I was staring at a blank calendar, feeling useless.

    So I did what engineers do: I investigated. I opened a computer and typed my first questions to an AI — clumsy, honest questions: I want to build this — where do I start? How does it work? Explain this code to me like I’m a regular person, not a programmer.

    The AI answered. Patiently. At 2 a.m. At 5 a.m. Never tired, never condescending.

    “Too late” is a story, not a fact

    Everyone says 60 is too late to start. That’s a story — not a fact. A fact is: I knew zero code. A fact is: I asked my first naive question in early 2026. Another fact: by June, I had built the first crude versions of a crypto vetting tool. By early September, it was a real beta — running on the web, as an Android app, on a VPS.

    The tool became the Shitcoin Radar. The Radar became Vetting Smart. Then came automation workflows, AI agents, and eventually a trading EA now running live on a VPS, which I promised not to touch for six months.

    None of that was the plan. The plan was just: don’t sit still.

    The only claim I’ll make

    I won’t promise you results. I won’t tell you it’s easy, or that you’ll get rich, or that age doesn’t matter. Here’s the only claim in this whole series:

    I began.

    At an age closer to earth than sky, I can’t go back to school and sit in a classroom. But learning everything from my “teacher” — the AI — is the happiest thing in my life right now.

    Over the next few days, I’ll show you exactly what I built, what broke, what I learned, and what it cost — in that order. No guru promises. Just one retiree, one computer, and a machine that never sleeps.

    We vet tokens. We vet systems. We vet ourselves — starting with the story that it’s too late.

  • Stablecoin Payment Volumes Reach 482 Billion USD Amid Major Payment Network Integrations

    Stablecoin Payment Volumes Reach 482 Billion USD Amid Major Payment Network Integrations
    Original illustration by Vetting Smart.

    Confirmed Facts

    According to data from analytics firm Allium, stablecoin payment volumes have reached 482 billion USD year-to-date. This represents a 45% increase in transaction activity. The growth in volume is attributed to a surge in card-based spending and the active integration of cryptocurrency payment rails by global financial service providers, specifically Visa, Mastercard, and Stripe. While payment utility has increased significantly, the underlying supply of stablecoins is reported to have stalled.

    Possible Implications

    The 45% surge in payment volume occurring alongside a stalling supply suggests an increase in the velocity of stablecoins, where existing assets are being used more frequently for transactions. If global payment firms continue to expand crypto-to-cash bridges, it could accelerate the transition of digital assets from speculative holdings to functional retail tools. This development might indicate that stablecoins are becoming more deeply embedded in legacy financial infrastructure regardless of total market capitalization growth.

    Source Limitations

    The provided excerpt does not define the specific technical metrics used by Allium to distinguish “payments” from other types of on-chain transfers. It fails to provide a breakdown of volume by specific stablecoin assets or geographical regions. Additionally, the text does not establish the exact timeframe for the year-to-date calculation or provide quantitative data regarding the stalled supply levels mentioned in the report.

    Source: CoinDesk. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 18/10/2026 – 16:00 (UTC)

  • Fidelity Highlights Solana Network Resilience and Infrastructure Centralization Risks

    Fidelity Highlights Solana Network Resilience and Infrastructure Centralization Risks
    Original illustration by Vetting Smart.

    Confirmed Facts

    A recent assessment indicates that the Solana network has operated without any reported mainnet outages for a period of two years. According to the findings, while the network demonstrates operational resilience, certain structural factors require ongoing observation. These factors include concentrations in stake distribution, hosting infrastructure, and client software.

    Possible Implications

    The achievement of two years of uptime may bolster institutional confidence in Solana’s operational stability for decentralized applications and high-frequency transactions. However, if concentrations in hosting and stake remain high, it could potentially introduce centralized points of failure or increase susceptibility to external censorship. Increasing the diversity of client software might be a critical step in mitigating the risk of future network-wide disruptions caused by bugs in a single software implementation.

    Source Limitations

    The provided excerpt does not specify the quantitative thresholds used to define “concentration” in stake or hosting. It fails to identify the specific report title or the exact date of its publication. Furthermore, the text does not provide a breakdown of the current percentage of nodes running on specific hosting providers or the number of distinct client versions currently in use.

    Source: Cointelegraph. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 18/10/2026 – 04:00 (UTC)

  • Defend American Jobs PAC Increases Spending Against Sherrod Brown to Over 46 Million USD

    Defend American Jobs PAC Increases Spending Against Sherrod Brown to Over 46 Million USD
    Original illustration by Vetting Smart.

    Confirmed Facts

    According to a recent FEC filing, Defend American Jobs, an affiliate of the crypto-focused super PAC Fairshake, has disclosed approximately 7 million USD in additional advertising expenditures directed against Ohio Senator Sherrod Brown. This latest allocation brings the group’s total spending against the incumbent to over 46 million USD. The report also indicates that the PAC has recently expanded its strategic map to include 32 distinct House races across the United States.

    Possible Implications

    The concentration of over 46 million USD into a single Senate contest may suggest that industry-aligned political organizations view the Ohio seat as a high-priority target for altering the federal regulatory climate for digital assets. If the PAC’s expansion into 32 House races proves effective, it could result in a significant shift toward a more crypto-friendly legislative body, potentially impacting future financial policy and oversight. Such high-value expenditures demonstrate the substantial financial resources currently being leveraged by digital asset stakeholders to influence the composition of the U.S. Congress.

    Source Limitations

    The provided excerpt does not specify the exact dates when the 7 million USD in advertisements were purchased or aired. It fails to identify the specific 32 House races mentioned or the candidates the PAC is supporting in those districts. Additionally, the text does not provide a breakdown of the specific donors funding Defend American Jobs or the technical messaging strategy employed in the advertising campaigns.

    Source: Decrypt. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 17/10/2026 – 22:01 (UTC)

  • Claude AI Resolves 25-Year NSA Mystery Involving 1990s Cryptographic Number Sets

    Claude AI Resolves 25-Year NSA Mystery Involving 1990s Cryptographic Number Sets
    Original illustration by Vetting Smart.

    Confirmed Facts

    The Claude AI model has reportedly resolved a 25-year-old cryptographic mystery regarding a set of numbers released by the NSA in the 1990s. These numbers were long suspected of containing hidden backdoors intended for state-level surveillance. However, the AI investigation determined that the numbers were actually generated by a basic computer program rather than a specialized cryptographic trapdoor. Notably, Bitcoin was not included on the list of analyzed numbers, and the report specifies that Bitcoin’s existing technical challenges regarding quantum computing remain unaddressed by this discovery.

    Possible Implications

    • The use of advanced AI models like Claude could signify a shift in cryptographic auditing, where Large Language Models are used to reassess the provenance of historical constants for potential vulnerabilities.
    • Evidence that these specific NSA-sourced numbers originated from simple code may reduce long-standing industry concerns about intentional weaknesses in 1990s-era digital security infrastructure.
    • The explicit mention of Bitcoin suggests that while AI can assist in historical data verification, it does not currently provide a solution to the network’s long-term quantum resistance requirements.

    Source Limitations

    • The provided excerpt does not identify the specific version of the Claude AI used or the exact technical methodology employed to identify the source program.
    • The text fails to name the specific cryptographic standards or commercial applications that utilized these 1990s-era numbers.
    • There is no information regarding the specific basic computer program identified or how the AI verified the code’s authenticity after 25 years.

    Source: CoinDesk. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 17/10/2026 – 10:00 (UTC)

  • Crypto PACs Spend Over 52 Million USD to Oppose Sherrod Brown in Ohio

    Crypto PACs Spend Over 52 Million USD to Oppose Sherrod Brown in Ohio
    Original illustration by Vetting Smart.

    Confirmed Facts

    At least two industry-aligned Political Action Committees (PACs) have collectively spent over 52 million USD to oppose the re-election of Sherrod Brown to the United States Senate. This significant financial activity is focused specifically on the Senate race in Ohio.

    Possible Implications

    If these high-value expenditures influence the outcome of the Ohio Senate race, it may demonstrate the growing financial capacity of digital asset interest groups to shape the composition of federal legislative bodies. Such a move could suggest that industry stakeholders are pivoting toward aggressive political spending as a primary tool for addressing perceived regulatory challenges. The success of this strategy could encourage further institutional capital allocation toward political advocacy in future election cycles.

    Source Limitations

    The provided excerpt does not identify the specific names of the two PACs involved in the spending. It fails to provide a precise breakdown of the individual contributions or name the entities providing the funding for these PACs. Additionally, the text does not establish a clear timeline for when these expenditures occurred or specify which particular legislative actions by Sherrod Brown prompted this opposition. There is no information regarding the current polling status of the race or the identities of the candidates these PACs may be supporting in lieu of the incumbent.

    Source: Cointelegraph. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 17/10/2026 – 04:00 (UTC)

  • Researchers Demonstrate Untethered Jailbreak of iPhone 18 Pro at Hexacon

    Researchers Demonstrate Untethered Jailbreak of iPhone 18 Pro at Hexacon
    Original illustration by Vetting Smart.

    Confirmed Facts

    At the Hexacon security conference in Paris, researchers demonstrated an untethered jailbreak for the iPhone 18 Pro. The exploit was performed on a device running iOS 27.0.1. Crucially, the jailbreak is categorized as untethered, meaning the modification persists and the device remains compromised even after a full system reboot. As of the demonstration, no specific bug details, technical documentation, or exploit tools have been released to the public.

    Possible Implications

    For institutional investors and digital asset custodians utilizing mobile-based hardware for high-value transactions or two-factor authentication (2FA), this demonstration suggests that current security measures in premium hardware are susceptible to deep system exploits. If the underlying vulnerability allows for privilege escalation, it could potentially compromise secure communication channels or encrypted wallet applications. This highlights the persistent security risks associated with mobile infrastructure in the digital asset ecosystem, even when using the latest software versions.

    Source Limitations

    The provided excerpt does not identify the specific individuals or research groups responsible for the jailbreak. It fails to establish the technical methodology or clarify whether the exploit relies on a software-based flaw or a hardware-level vulnerability. Furthermore, the report does not specify if the jailbreak requires physical access to the device or if it can be executed through remote attack vectors.

    Source: Decrypt. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 16/10/2026 – 22:00 (UTC)

  • I Built a Machine That Reads Crypto News So You Don’t Have To

    Four times a day, every day: the latest crypto news, distilled to what actually matters.

    Here’s a confession: I don’t have time to read crypto news. Between validating trading systems and building automation, my information diet was either doom-scrolling X at midnight or reading nothing at all. Both are bad.

    So I did what I always do — I built a machine.

    What it does

    Four times a day (04:00, 10:00, 16:00, 22:00 UTC), the system pulls the latest stories from established crypto outlets — Cointelegraph, CoinDesk, Decrypt, and a few others — and publishes a distilled brief on vetting-smart.top. Every brief follows the same honest structure:

    • Confirmed facts — what the source actually reported, nothing more.
    • Possible implications — what it might mean, clearly labeled as interpretation.
    • Source limitations — what we don’t know, and where the reporting could be thin.

    That last section is the whole point. Most crypto news aggregators give you the hype. I wanted the part everyone skips: what’s missing from this story.

    What it is not

    Let me be direct, because this brand runs on honesty:

    • It’s not original reporting. The machine curates and distills; the journalists do the reporting, and every brief links back to them.
    • It’s not real-time. Four briefs a day, on a schedule — not a firehose. If you need second-by-second news, this isn’t it.
    • It’s not financial advice. It’s an information filter, nothing more.

    Why I built it this way

    The same instinct behind the whole Vetting Smart project: most information products optimize for your attention. I wanted one that optimizes for your time. One minute per brief, four times a day, and you know what happened — plus what to be skeptical about.

    It runs on the same automation stack as everything else here: scheduled, unattended, no human in the loop. I check the output the way I check my EA — periodically, not obsessively.

    If you trade crypto, follow the space, or just want to stop doom-scrolling: the briefs are free, on the blog, four times a day.

    We vet tokens. We vet systems. We vet ourselves — including our news diet.

  • Bitcoin Reclaims 82,000 USD Amid ZEC Rally and Persistent Altcoin Fund Outflows

    Bitcoin Reclaims 82,000 USD Amid ZEC Rally and Persistent Altcoin Fund Outflows
    Original illustration by Vetting Smart.

    Confirmed Facts

    Bitcoin has successfully recovered to levels above 82,000 USD following a brief period where the price dropped below the 80,000 USD threshold. Alongside this recovery, the ZEC token recorded a price increase of 11%. Despite these positive price movements, investment funds associated with Ether (ETH), Solana (SOL), and Zcash (ZEC) continued to experience capital outflows.

    Possible Implications

    The divergence between the 11% jump in ZEC’s spot price and the reported fund outflows suggests that current market momentum for the asset may be driven by spot market participants rather than institutional-grade investment products. If Bitcoin maintains its position above 82,000 USD while fund outflows persist for major altcoins, it could indicate a concentration of capital back into the primary digital asset or a temporary shift in how investors utilize regulated fund vehicles versus direct holdings.

    Source Limitations

    The available data does not provide the specific quantitative volume of the capital outflows for the mentioned assets. Furthermore, the report fails to specify the timeframe over which these outflows occurred or identify the specific investment funds affected. The text also does not provide a fundamental catalyst for the 11% increase in ZEC or the recovery in Bitcoin’s price action.

    Source: CoinDesk. Analysis based on the RSS excerpt.

    Read more on Vetting Smart Blog

    Published: 16/10/2026 – 10:00 (UTC)