Guy Vago

Building JobTailor for smarter job search. Creating MyTribe for real world communities. Portrait & boudoir photographer. Podcast on relationships. AI geek.

[Guy Vago @VagoGuy]

הרגע הזה שהיא עוזרת לי לסדר את הזקן
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#פורטרטים #צילום #צילוםמשפחה #צילוםאופנה #vsco #beard #beardfashion #style #iwillsurvive_ii #הצינור #עיצובישראלי #israel_view #ii_community #artoftheday #צילומים #insta_telaviv #instaisrael #פסח #צלם #inst… https://t.co/JKZZu9qcHd

[Guy Vago @VagoGuy]

@ZayvenKnox Claude

[ZAYVEN KNOX @ZayvenKnox]

An Anthropic engineer paid for my espresso at Sightglass when he saw my screen

I was running my Polymarket bot from the counter. He was next in line. Looked over my shoulder. Stopped scrolling.

"That's not a normal trading app. What's it actually running on"

I told him. Claude Code. Four repos. $25 a month.

He sat down without asking.

"I'm on the agent team. We stress test Claude for exactly this. You're letting it find its own edges"

Not just edges. Wallets.

86 million trades. Every wallet. Every entry. Every exit.

"You're feeding Claude raw wallet data and letting it identify who consistently wins. Then cloning them"

He said it slowly. Like he was writing the threat model in his head.

One prompt. Find every wallet with 100 plus trades and win rate above 70%. Rank by profit. Export top 50.

Claude scanned 14,000 wallets in 4 minutes. Returned 47.

The top 20 made more than the bottom 13,000 combined.

"That's not a stat. That's a hit list"

Exactly.

"And you didn't write the scoring function"

Claude did. I just wired it into an if-statement.

Then I showed him the second repo.

Official Rust CLI. No API key for reads. 500 markets, Claude scores them in minutes.

Gap. Depth. Resolution window.

487 markets become 35 before a dollar moves.

93% killed before I even see them.

A green fill landed on the screen. +$84.

He watched it hit.

"How does it decide to actually enter"

Three agents. Shared wallet. No shared memory. Arbitrage, convergence, whale copy. 2 agree, full size. 1 alone, half. Disagree, no trade.

Consensus filter alone killed 40% of losing trades.

"And the exits?"

The 47 whales never hold to settlement. 91% exit early. 73% of max profit captured. Redeploy immediately.

My bot cuts at 85% of expected move or on a 3x volume spike.

"You built a whale copy bot that exits before the whales"

Yeah.

He put his espresso down.

"How often does it trade"

10 a day on average. Most of them skipped before I look up from my coffee.

My setup:
Claude API - $20/mo
VPS in Germany - $5/mo
poly_data - free
polymarket-cli - free
Polymarket/agents - free

$200 seed. 27 days ago. $14,300 now.

Copytrade here: https://t.co/zDXGamMWw0…

271 trades. 74% win rate. Sharpe 2.47.

I haven't touched it in 27 days.

He stared at the screen for a long time.

"This is literally what our red team simulates. Except you actually shipped it"

He emailed me the next morning.

"Any chance you'd take a call with our policy lead"

I told him the article is the call. Read it twice.

Too late to gatekeep.

You only need Claude + laptop + 1 hour/day.

Giving This Free for 24 hours. To get it:

1. Comment the word 'Claude'
2. Like and Retweet this post
3. Follow me
@ZayvenKnox

[Guy Vago @VagoGuy]

@sairahul1 @QodoAI #BugHunt microsoft/VibeVoice

[Rahul @sairahul1]

MICROSOFT OPEN SOURCED A 7B PARAMETER MODEL THAT TRANSCRIBES 60 MINUTES OF AUDIO IN A SINGLE PASS

and it's completely free

VIBEVOICE ASR no chunking, no context loss, full speaker diarization baked in

not just speech to text..not a basic wrapper

who spoke, when they spoke, exactly what they said..all in one shot

and it handles the hard stuff too..50+ languages, custom hotwords, long form audio that breaks every other tool

the model doesn't know what "context window" means apparently

Available on macOS and Windows right now.

Free to use. Free to fine tune. Free to build on.

[Guy Vago @VagoGuy]

Daily rush

[Guy Vago @GuyVago]

Why do career changers never hear back? Your resume still reads like your old industry. Recruiters see the wrong job title and skip you. Reframe your bullets around transferable skills. Takes 2 minutes with the right tool.

[Guy Vago @VagoGuy]

@cryptopunk7213 Pair it with Qodo and you got yourself a failsafe loop 💎

[Guy Vago @VagoGuy]

@gitlawb Checked it with @QodoAI https://t.co/hzY6pHvstP ?

[Qodo @QodoAI]

A user scanned @OpenAI's whisper with @QodoAI and found 11 code review issues across 10 PRs.

Grade: D

Missing ffmpeg crashes the app, still on main.

Scan your repo free: https://t.co/UB8LqIuGBV

#antislop

[Qodo @QodoAI]

Your repo has bugs that got past code review.
Qodo can show you exactly which ones.

Qodo's anti-slop scanner analyzes your 10 most recent merged PRs and surfaces issues currently in prod!

The average: ~2 issues per PR 👀

Scan your repo free ⬇️ https://t.co/UB8LqIuGBV

[Qodo @QodoAI]

Read how Qodo’s Solution Architect and AI Researcher @VagoGuy ran the slop scanner through 90 OSS repos, including @djangoproject, @supabase, @code, @PrometheusIO, and @n8n_io. And what the results revealed!

https://t.co/5LFuesz7q2

[Qodo @QodoAI]

Today, we’re announcing that we've raised $70 million in Series B funding to fight AI slop and be the independent verification layer for AI-assisted software development.

Series B was led by Qumra Capital. $120M total raised. Backed by investors from @OpenAI and @Meta.

[Guy Vago @VagoGuy]

If @nvidia launches #NemoClaw, an enterprise agent platform at #GTC…
companies building specialized agents suddenly become very interesting.
Example: @Qodo just ranked #1 in Martian’s code review benchmark.
#AI #AIAgents #DevTools

[Lukasz Olejnik @lukOlejnik]

Anthropic published a blog post and playbook on how Claude Code handles COBOL. This isn’t about fixing old code or keeping it on a mainframe. The process has two stages: first, AI automates the analysis – mapping dependencies, documenting workflows, identifying risks. Work that used to take consultants months. Then it incrementally migrates the code to Java or Python, with the option to host it on any cloud provider. IBM stock dropped 13%. The reason is simple: IBM makes money because COBOL is hard. The company keeps clients on its mainframes, sells modernization through watsonx, but makes sure the end result still runs on its hardware. The CFO boasted about a 3-4x revenue multiplier from each mainframe client. Anthropic isn’t offering modernization – it’s offering an escape from the entire ecosystem. Accenture and Cognizant fell too. The whole legacy systems consulting sector got the signal that AI can replace “armies of consultants.”
Anthropic wrote that understanding the code used to cost more than rewriting it. IBM would prefer that sentence had never been said publicly. 95% of ATM transactions in the US run on COBOL. No bank CTO will make a migration decision based on a blog post – but every board member will read it.

[Guy Vago @VagoGuy]

Do you remember when you joined X? I do! #MyXAnniversary

[Guy Vago @VagoGuy]

I have a hot take on job search:
If you send the same resume to 30 roles, you do not have a strategy, you have a lottery ticket.

Curious to see how many agree with this.
Reply with:
A = Strongly agree
B = Kind of
C = Nah, you are wrong

[Guy Vago @VagoGuy]

Alright, we get it, Dutch folks—you’re tall. But do you have to aim so high? 😂

[Guy Vago @VagoGuy]

פערים קטנים... הצענו שיכנעו, אמרו "לא". שתי אותיות ואנחנו שם

[Guy Vago @VagoGuy]

@AbuAliEnglishB1 When will you act on un 1701 and liberate Lebanon and bring peace to the region? Almost 17 years.
But we're all Hunan and prefer to suffer from daily deaths caused by Jihadists to avoid a full on war on terrorism.
It's time to rise against terror

[Guy Vago @VagoGuy]

@abutalal0101 @HilzFuld You can call it genocide as much as you want but it's not. By definition. Just another ignorant chanting for votes. If Israel wanted to commit genocide, it could. Very easily. You want to help, bring your armed forces to fight Hamas.