Someone posted a PR this week, mostly coded using LLMs and spec driven development, which I left 15~20 comments on for stuff that didn't make any sense or was coded inconsistently. It's encouraging to see all of them addressed, and the general code of the PR look a lot better, as I approved it this morning. Despite all the things I don't like about this current shop, after 25+ years in software, this is the most I've really felt like a "senior engineer," as far as really guiding project design and mentoring people.

When using AI to help out I sometimes think of a fitting analogy to represent how it impacts the work.

For hundreds of years nails have worked to construct things. And then someone invented the screw.
Those with hammer experience would say it's stupid. A nail takes 5 hammer blows to go all the way in. With a screw it takes 10 hammer blows for it to go all the way in.

how common is getting betrayed by people I wonder?

I wonder if I'm too paranoid outside of typical statistics because of subjective experiences

like learning some rich elite chick's sister was married to a hacker... and the hacker helped her family. and I'm here sitting like. I dated a hacker once. I felt like he wanted me to incriminate myself so he could blackmail me into marriage (he shared with me that that's how his parents were together... probably forgot he shared that). I got too paranoid and started talking to him less after that lol. though to be fair he never did do anything malicious against me, just dumb childish things sometimes

I think a lot of people just don't betray you because they just don't have the means by which to do it, too. like they just can't comprehend ambition, not that they're actually loyal to you. but this also makes them pretty lame pack-mates

I was too paranoid to take workplace related "opportunities". like someone inviting me to another job. because during computer science all the dudes would try to con you into going out with them or for nudes. so they'd say they have something you want so they could drag it out and then "negotiate" so that caused trust issues in me in regards to job networking. if a guy won't even show you his homework that he got a good mark on and you didn't on yours, and I just wanted to know what the teacher was actually looking for, would be hell in terms of jobs where you're bound by contract and monetary dependency, and any notion of pushing back is insubordination (nor does HR ever work, I found for toxic workplace stuff). so you're fucked if you're "close" to some dude enough for him to actually want something like that from you to where he's devising these things, or if he thinks you owe him because you "only got the job because of him", in my mind anyway

is it as grim as I think?

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The bitter irony of decentralized finance struck hard: the very features that made cryptocurrency so appealing—trustless systems, peer-to-peer control, and irreversible transactions—now made my loss feel utterly permanent. It happened in the blink of an eye. One moment, my digital wallet balance reflected months of disciplined investing; the next, it was zero. $55,000 in Bitcoin—vanished. I remember staring at the screen, heart pounding, fingers trembling as I refreshed the blockchain explorer again and again, hoping it was a glitch. But the transaction was confirmed. Irreversible. Final. That cold wave of dread that washed over me is something only fellow victims of crypto theft truly understand. It’s not just the money—it’s the violation. The helplessness. The knowledge that, by design, there’s no central authority to call, no fraud department to reverse the charge. I scoured Reddit threads, Telegram groups, and crypto forums for days, clinging to any shred of hope. I filed police reports (which, unsurprisingly, went nowhere). I read the grim statistics: less than 1% of stolen crypto is ever recovered. Slowly, I began to resign myself to the loss. Then, almost by accident, I stumbled upon META TECH RECOVERY PRO. At first, I was skeptical—rightfully so. The crypto space is rife with scams, especially targeting the desperate. I’d seen too many “recovery experts” on dark web forums asking for upfront fees or private keys. But META TECH RECOVERY PRO was different from the start. Their website was clean, transparent, and professional—no flashy promises or pressure tactics. They offered a clear consultation process, explained their methodology without jargon, and never asked for sensitive information upfront. What struck me most was their empathy. They didn’t treat me like another case file. They listened. They understood the emotional weight of what I’d lost—not just financially, but psychologically. Within days of engaging their team, they’d analyzed the transaction trail, identified potential vulnerabilities in the attack vector, and outlined a realistic recovery path. I won’t say it was easy—or instant. Recovery in the crypto world rarely is. But thanks to their expertise, persistence, and ethical approach, a significant portion of my funds was eventually traced and reclaimed through coordinated efforts with exchanges and forensic blockchain analysis. Decentralization gave me freedom—but also left me exposed. META TECH RECOVERY PRO didn’t just recover assets; they restored my faith that even in this wild, unregulated frontier, integrity and competence still exist. If you’ve been compromised, don’t lose hope. And more importantly, don’t fall for the wolves disguised as saviors. There are real professionals out there. I’m living proof. for help via:

Telegram:@metatechrecoveryproteam.

Thank you.

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The bitter irony of decentralized finance struck hard: the very features that made cryptocurrency so appealing—trustless systems, peer-to-peer control, and irreversible transactions—now made my loss feel utterly permanent. It happened in the blink of an eye. One moment, my digital wallet balance reflected months of disciplined investing; the next, it was zero. $55,000 in Bitcoin—vanished. I remember staring at the screen, heart pounding, fingers trembling as I refreshed the blockchain explorer again and again, hoping it was a glitch. But the transaction was confirmed. Irreversible. Final. That cold wave of dread that washed over me is something only fellow victims of crypto theft truly understand. It’s not just the money—it’s the violation. The helplessness. The knowledge that, by design, there’s no central authority to call, no fraud department to reverse the charge. I scoured Reddit threads, Telegram groups, and crypto forums for days, clinging to any shred of hope. I filed police reports (which, unsurprisingly, went nowhere). I read the grim statistics: less than 1% of stolen crypto is ever recovered. Slowly, I began to resign myself to the loss. Then, almost by accident, I stumbled upon META TECH RECOVERY PRO. At first, I was skeptical—rightfully so. The crypto space is rife with scams, especially targeting the desperate. I’d seen too many “recovery experts” on dark web forums asking for upfront fees or private keys. But META TECH RECOVERY PRO was different from the start. Their website was clean, transparent, and professional—no flashy promises or pressure tactics. They offered a clear consultation process, explained their methodology without jargon, and never asked for sensitive information upfront. What struck me most was their empathy. They didn’t treat me like another case file. They listened. They understood the emotional weight of what I’d lost—not just financially, but psychologically. Within days of engaging their team, they’d analyzed the transaction trail, identified potential vulnerabilities in the attack vector, and outlined a realistic recovery path. I won’t say it was easy—or instant. Recovery in the crypto world rarely is. But thanks to their expertise, persistence, and ethical approach, a significant portion of my funds was eventually traced and reclaimed through coordinated efforts with exchanges and forensic blockchain analysis. Decentralization gave me freedom—but also left me exposed. META TECH RECOVERY PRO didn’t just recover assets; they restored my faith that even in this wild, unregulated frontier, integrity and competence still exist. If you’ve been compromised, don’t lose hope. And more importantly, don’t fall for the wolves disguised as saviors. There are real professionals out there. I’m living proof. for help via:

Telegram:@metatechrecoveryproteam.

Thank you.

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I’d like to testify about WHISPERER HACKER RECOVERY, a recovery service that assists fraud victims in recovering their lost Crypto. I had a difficult time after being a victim of a cryptocurrency fraud. I invested in a Ponzi investment scheme earlier this month. I put $378,000 into the company with the hope of making a lot of money from the trade. My account was frozen as soon as I invested with the company, and I no longer had access to my assets. I got a feeling something wasn’t right and had to get assistance right away. After a long hunt for a reliable Crypto recovery team to assist me in recovering my lost crypto. I discovered WHISPERER HACKER RECOVERY and promptly filed my complaint through his email. WHISPERER HACKER RECOVERY  was able to recover a significant portion of my lost Crypto, which astounded me.
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WhatApp ; +44 (73 5 22, 191 25
Mailbox; info @ whispershackerrecovery. c o m

Recovered 14.8 BTC Through Professional Crypto Recovery Services

In the beginning of 2026, while trying to rebuild after significant financial setbacks caused by the global crisis, I decided to explore binary options and forex trading. Sadly, I fell victim to a scam and lost 14.8 BTC. The experience was devastating and left me emotionally drained and discouraged.

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Their expertise and professionalism in crypto recovery are exceptional, and I feel extremely fortunate to have found them when I did.

WHISPERER HACKER RECOVERY specialize in retrieving  cryptocurrencies that owners can no longer access. Since cryptocurrencies rely on cryptographic keys for security, losing these keys typically means losing access to one’s funds permanently. Recovery requires deep technical knowledge, advanced hacking skills, and sophisticated tools to bypass security barriers without compromising the integrity of the assets.WHISPERER HACKER RECOVERY distinguishes itself through a combination of cutting-edge technology and experienced professionals who understand blockchain systems intricately. Their approach often involves forensic analysis, password cracking, and key regeneration techniques designed to recover wallets and funds that other services might consider irretrievable.
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If you run a gaming business, you already know one thing: money needs to move fast. Players don’t like waiting. Game host payouts must be smooth. Transactions must be secure. That’s where a verified cash app account becomes powerful.

Today, we’ll break everything down in simple words. No fluff. No complicated terms. Just real talk about why people buy verified cash app accounts and how it helps.

Why Should You Buy Verified Cash App Accounts for Your Gaming Business?

Running tournaments? Selling game credits? Hosting live stream competitions?

You need reliable cash app accounts.

Faster Financial Transactions

A verified account allows smooth financial transactions. No sudden freezes. No random blocks. You send money. You receive money. Done.

In gaming, time is everything. Delays can kill trust.

Higher Transaction Limits

Unverified accounts have limits. That’s frustrating.

Verified cash app accounts give higher transaction limits. That means more access, more growth, and fewer interruptions.

Trust and Professional Image

Would you trust a business using unverified accounts?

Probably not.

A verified cash app account shows professionalism. It builds trust with your players and partners.

The Positive Side of Buy Verified Cash App Accounts

Let’s look at the bright side.

Instant Access and Ready to Use

When you buy verified cash app accounts, they are ready. No waiting weeks for approval. No upload delays.

It’s like buying a car with a full tank instead of pushing it to the gas station.

Avoid Verification Delays

Verification requires a government-issued id, phone number, and sometimes bank account confirmation. It takes time.

Buying a verified account skips the headache.

Upgrade upgrade upgrade pro — that’s the mindset.

How Does Cash App Work?

Simple.

Cash app allows you to send and receive money using a phone number or $Cashtag.

Linking Bank Account and Phone Number

You connect your bank account. Add your phone number. Verify identity.

Then you’re ready for transactions.

Sending and Receiving Money

Tap. Send. Done.

It works like texting, but instead of messages, you send money.

What is the Limit of a Verified Cash App?

Unverified accounts have low limits.

A verified account increases limits significantly. You can send and receive larger amounts weekly.

That’s critical for gaming businesses handling frequent transactions.

Benefits of a Verified Cash App Account

Let’s summarize key benefits:

Higher transaction limits

Bitcoin access

Cash App Borrow feature

Stronger trust

Fewer restrictions

Premium services access

More access means more money opportunities.

How to Unlock Cash App Borrow?

Cash App Borrow lets eligible users borrow money.

To unlock:

Use your verified account regularly.

Maintain good transaction history.

Keep your profile active.

Link your bank account.

Consistency builds trust.

Listen listen listen — activity matters.

Buy BTC Enabled Cash App Account

Bitcoin is big in gaming.

A BTC enabled verified cash app account allows you to buy, sell, and send Bitcoin. It’s fast and flexible.

After losing crypto to a scam, desperation had started creeping in, until THECYBERGOATTECHIE became the lifeline I didn’t know I needed. Skepticism melted away the moment their team stepped in, armed with precision and patience. Every update felt like a step closer to breathing again, not just recovering numbers on a screen. They didn’t just retrieve funds; they restored trust in a space that had burned me. The relief wasn’t just financial, it was visceral. If you’re drowning in the chaos of lost assets or navigating crypto’s murky waters, their name is the one worth remembering. Hands down, thecybergoattechiecom, the difference between despair and resolution.

WHISPERER HACKER RECOVERY specialize in retrieving  cryptocurrencies that owners can no longer access. Since cryptocurrencies rely on cryptographic keys for security, losing these keys typically means losing access to one’s funds permanently. Recovery requires deep technical knowledge, advanced hacking skills, and sophisticated tools to bypass security barriers without compromising the integrity of the assets.WHISPERER HACKER RECOVERY distinguishes itself through a combination of cutting-edge technology and experienced professionals who understand blockchain systems intricately. Their approach often involves forensic analysis, password cracking, and key regeneration techniques designed to recover wallets and funds that other services might consider irretrievable.
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Lost $7,000 in a crypto investment? I did too. I thought my money was gone forever. The stress was overwhelming, and everywhere I looked, people said crypto losses couldn’t be recovered Then I contacted FUNDS RETRIEVER ENGINEER after web seraches  A dedicated engineer took charge of my case, traced the transaction, and explained everything step by step. No false promises just real expertise and constant updates. I finally felt like someone was on my side. They recovered every dollar of my $7,000. What started as a devastating loss turned into complete relief. If you’ve lost crypto and don’t know where to turn, Funds Retriever proved to me that recovery is possible. Don’t give up. I’m glad I didn’t.
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Stolen crypto isn't always lost forever. After mistakenly sending 2.8 BTC to a fraudulent address, my situation seemed hopeless—until I engaged Decentralized Codex Security (DCS). Their professional, transparent process was a stark contrast to the dead ends I'd faced.

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Marriage is sweet, Love is also sweet but i don't see why after getting married to my dream man he still cheated on me with his EX girlfriend though i had try breaking into his IPHONE since last year but still not getting access to his phone since then i just try to swallow all my husband had been doing but i can't take it any more so i came in contact to gmail of jbeespyhack @gmail com, with his help I had access to my husband's phone without touching his phone. I had full information of his chats with his ex-girlfriend last year. With all I saw, I don't think I can move on with the marriage. He went as far as telling the girlfriend that I have been his wrong & i beat her up almost everyday. I was so disappointed & I called off the marriage.. and jbeespyhack@gmail com and you can text him your request

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The bitter irony of decentralized finance struck hard: the very features that made cryptocurrency so appealing—trustless systems, peer-to-peer control, and irreversible transactions—now made my loss feel utterly permanent. It happened in the blink of an eye. One moment, my digital wallet balance reflected months of disciplined investing; the next, it was zero. $55,000 in Bitcoin—vanished. I remember staring at the screen, heart pounding, fingers trembling as I refreshed the blockchain explorer again and again, hoping it was a glitch. But the transaction was confirmed. Irreversible. Final. That cold wave of dread that washed over me is something only fellow victims of crypto theft truly understand. It’s not just the money—it’s the violation. The helplessness. The knowledge that, by design, there’s no central authority to call, no fraud department to reverse the charge. I scoured Reddit threads, Telegram groups, and crypto forums for days, clinging to any shred of hope. I filed police reports (which, unsurprisingly, went nowhere). I read the grim statistics: less than 1% of stolen crypto is ever recovered. Slowly, I began to resign myself to the loss. Then, almost by accident, I stumbled upon META TECH RECOVERY PRO. At first, I was skeptical—rightfully so. The crypto space is rife with scams, especially targeting the desperate. I’d seen too many “recovery experts” on dark web forums asking for upfront fees or private keys. But META TECH RECOVERY PRO was different from the start. Their website was clean, transparent, and professional—no flashy promises or pressure tactics. They offered a clear consultation process, explained their methodology without jargon, and never asked for sensitive information upfront. What struck me most was their empathy. They didn’t treat me like another case file. They listened. They understood the emotional weight of what I’d lost—not just financially, but psychologically. Within days of engaging their team, they’d analyzed the transaction trail, identified potential vulnerabilities in the attack vector, and outlined a realistic recovery path. I won’t say it was easy—or instant. Recovery in the crypto world rarely is. But thanks to their expertise, persistence, and ethical approach, a significant portion of my funds was eventually traced and reclaimed through coordinated efforts with exchanges and forensic blockchain analysis. Decentralization gave me freedom—but also left me exposed. META TECH RECOVERY PRO didn’t just recover assets; they restored my faith that even in this wild, unregulated frontier, integrity and competence still exist. If you’ve been compromised, don’t lose hope. And more importantly, don’t fall for the wolves disguised as saviors. There are real professionals out there. I’m living proof. for help via:

Telegram:@metatechrecoveryproteam.

Thank you.

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You might have already be scammed by an imposter who you fell in love with, or an unregulated crypto broker. People that fall for such frauds don't always consider the fact that they can get assistance for this.
But, this doesn't mean that you should just ignore it, and try to go on with your life. This is not something you are going to forget over night. The good news is that with the technology that we have today, it is a lot easier to get assistance after falling for this type of scams.
This is the good news. It is actually possible for crypto fraud victims to get their money back after being scammed.
The secret is that you should just know where to find the right assistance for this scams.
I went through similar situation and i met a hacker who helped me out. be rest assured your lost or stolen funds will be recovered back to either your wallet or bank account depend on how you want to receive it. contact them here if you are in similar situatiar Email: prohackerspy.me @ GMAIL COM

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The bitter irony of decentralized finance struck hard: the very features that made cryptocurrency so appealing—trustless systems, peer-to-peer control, and irreversible transactions—now made my loss feel utterly permanent. It happened in the blink of an eye. One moment, my digital wallet balance reflected months of disciplined investing; the next, it was zero. $55,000 in Bitcoin—vanished. I remember staring at the screen, heart pounding, fingers trembling as I refreshed the blockchain explorer again and again, hoping it was a glitch. But the transaction was confirmed. Irreversible. Final. That cold wave of dread that washed over me is something only fellow victims of crypto theft truly understand. It’s not just the money—it’s the violation. The helplessness. The knowledge that, by design, there’s no central authority to call, no fraud department to reverse the charge. I scoured Reddit threads, Telegram groups, and crypto forums for days, clinging to any shred of hope. I filed police reports (which, unsurprisingly, went nowhere). I read the grim statistics: less than 1% of stolen crypto is ever recovered. Slowly, I began to resign myself to the loss. Then, almost by accident, I stumbled upon META TECH RECOVERY PRO. At first, I was skeptical—rightfully so. The crypto space is rife with scams, especially targeting the desperate. I’d seen too many “recovery experts” on dark web forums asking for upfront fees or private keys. But META TECH RECOVERY PRO was different from the start. Their website was clean, transparent, and professional—no flashy promises or pressure tactics. They offered a clear consultation process, explained their methodology without jargon, and never asked for sensitive information upfront. What struck me most was their empathy. They didn’t treat me like another case file. They listened. They understood the emotional weight of what I’d lost—not just financially, but psychologically. Within days of engaging their team, they’d analyzed the transaction trail, identified potential vulnerabilities in the attack vector, and outlined a realistic recovery path. I won’t say it was easy—or instant. Recovery in the crypto world rarely is. But thanks to their expertise, persistence, and ethical approach, a significant portion of my funds was eventually traced and reclaimed through coordinated efforts with exchanges and forensic blockchain analysis. Decentralization gave me freedom—but also left me exposed. META TECH RECOVERY PRO didn’t just recover assets; they restored my faith that even in this wild, unregulated frontier, integrity and competence still exist. If you’ve been compromised, don’t lose hope. And more importantly, don’t fall for the wolves disguised as saviors. There are real professionals out there. I’m living proof. for help via:

WhatsApp +1 (469) 692 8049

Telegram:@metatechrecoveryproteam.

Thank you.

I’d like to testify about WHISPERER HACKER RECOVERY, a recovery service that assists fraud victims in recovering their lost Crypto. I had a difficult time after being a victim of a cryptocurrency fraud. I invested in a Ponzi investment scheme earlier this month. I put $378,000 into the company with the hope of making a lot of money from the trade. My account was frozen as soon as I invested with the company, and I no longer had access to my assets. I got a feeling something wasn’t right and had to get assistance right away. After a long hunt for a reliable Crypto recovery team to assist me in recovering my lost crypto. I discovered WHISPERER HACKER RECOVERY and promptly filed my complaint through his email. WHISPERER HACKER RECOVERY  was able to recover a significant portion of my lost Crypto, which astounded me.
Homepage > whispershackerrecovery . c o m
WhatApp ; +44 (73 5 22, 191 25
Mailbox; info @ whispershackerrecovery. c o m