It's been 3 years in Web3 security; a lot has happened, a lot has been achieved, and still a lot needs to be done.
Over these 3 years, I went from knowing nothing about Web3 security to reaching Senior and Lead level, auditing top protocols with top-tier companies.
Participated in many contests, reaching the top 5 more than ten times. Secured first place 3 times.
Completed +15 solo audits for 5 different protocols.
Completed more than 20 audits with different companies, with most recent work with @cyfrin
More than 50 security reviews have been provided in total.
I tried most things in Web3 security in these 3 years: contests, bug bounties, solo audits, Private engagements with companies, judging contests, making online learning sessions, providing learning content, and more and more.
I worked with a lot of clients, connected with a lot of Web3 devs, and engaged with a lot of firms.
You can check all my work in my GitHub portfolio, and if you want anything in Web3 security, DM are open 🫡
github.com/Al-Qa-qa/audits
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open weights.
open weights.
open weights.
Apex Flash is coming, trained for security research.
strukt retweeted
we will be giving away a limited amount of Apex credits for people to run a free vulnerability scan on a code base!
this offer will only be available for 24 hours. register in the link below.
cantina.review/free-scan
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We do 9/11s you've never even heard of to brown people every single day.
Footage from Beirut shows the destructive force of the U.S.-made Mark 84 bomb as Washington moves forward with a $2.8 billion weapons package that would provide Israel with 40,000 heavy bombs.
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gg. we'll take the number 1 spot on @Hacker0x01's US leaderboard with our autonomous pentester. more than number 2, 3 and 4 combined.
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Been using DeepSeek lately. Spent around 7 billion tokens and it made me around $3,000 so far.
But how?
1. I stopped just pointing my agent at random targets and telling it to hack everything blindly.
2. First I map the target myself. Normal recon basically. I want to understand the assets, what the app does, what tech it's using, how the different functions work, etc.
3. Then I give the AI a specific thing to look at. I still do most of the hacking manually. If I find something interesting, I'll tell it something like “go check this, I think XYZ might be doing XYZ here” and let it dig deeper.
I also use my own skills for specific stuff:
/rce → check this file upload
/xss → check this JS file
/oauth → check this login flow
and so on.
4. My hackbots aren't fully AI either.
For some stuff I just write scripts. I want the same input to give me the same results every time. AI can overthink things, skip steps or just do something completely different on the next run.
So I use scripts for collecting the data, then AI to analyze the recon data and help with automation.
5. Always validate the findings.
AI gives you a lot of false positives. And sometimes it finds something that's technically a bug but the program won't accept it as a valid bounty.
So I still manually reproduce and validate everything before reporting.
I think that's the biggest difference for me.
I'm not letting AI “hack for me”.
I'm using it where it actually makes me faster.
👇👇👇
#bugbounty #bugbountytips
“Security researchers are doomed because of AI.”
I kept hearing versions of this, so I went back through 500 years of people saying the same thing every time a machine learned a human skill.
Some were idiots.
Some were right.
Here’s where I landed.
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If you’re planning to start (or restart) doing bug bounties in 2026, these are my quick tips for you:
→ Solidify your fundamentals (skip this if you’re restarting)
→ Use AI to amplify your skills (this won’t work if you have 0 skills)
→ Aim for high-to-critical impact bugs (low chance of dupe, higher bounty)
→ 0-cost resources: Critical Thinking Bug Bounty Podcast, Portswigger, X, Reddit, HackingHub
→ Build deterministic tools for repeatable tasks using AI (lots of free models for this)
That’s very much it.
For the longer version, here’s my latest blog:
hakluke.com/how-to-start-or-…
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Hiring!
We are hiring for Bug Bounty Triagers.
Please apply if interested. Link below
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The whitepaper is live! Read "Can AI Do Novel Security Research? Meet the HTTP Terminator" here ->
portswigger.net/research/htt…
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So proud of this team 🔥
We spent years finding vulnerabilities before attackers did. That was the easy part.
Teams already know what's broken. Nobody has the bandwidth to close it.
Today we raised $16.5M to make Cantina the security workforce for your security workforce. cantina.review/next-chapter-…
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🚨 Latest versions of WordPress are vulnerable to pre-authentication remote code execution (RCE) via SQL injection
<= 6.8.5: not affected
6.9.0 - 6.9.4: affected
7.0.0 - 7.0.1: affected
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Israel murdered the director of the Egyptian Committee in Gaza while Egypt were playing their biggest World Cup game in generations, days after Egypt’s head coach spoke up for Palestine.
This timing is not something anyone should be brushing off as coincidence.
🚨 BREAKING: Israel has killed Mohamed Fawaz al-Wahidi, director of public relations for the Egyptian Committee in Gaza, Tuesday evening in a strike on a civilian vehicle near the governorate building in Gaza City’s al-Sabra neighborhood, per the Palestinian Information Center.
Two other Palestinians, including a child, were killed alongside him and others wounded, per Arabi Post, bringing the day’s death toll from Israeli attacks across Gaza to six, amid ongoing violations of the ceasefire.
The Egyptian Committee, established by President Sisi, is Cairo’s official relief arm in Gaza, distributing food, housing displaced families in camps it built at Netzarim, and clearing rubble.
Israel has killed its personnel before: in January, an Israeli drone struck a vehicle carrying committee workers filming a new displacement camp near Netzarim, killing five people including three journalists working for the committee. Israeli media reported Cairo sent an angry protest demanding explanations for that attack.
The targeted strike and killing of an official of Egypt’s own relief operation comes as Cairo hosts negotiations on the ceasefire’s second phase, with a Hamas delegation in its sixth day of talks there. Reports suggest the strike took place just before the Egypt-Argentina soccer World Cup match.





























