Ai security testing environment | making vulnerability hunting easier
Sanbox
Joined July 2026
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Bountyforge ai retweeted
Akamai Waf bypass tip found by @bountyforge_ ai
Normal curl /browser on the expample.com =403
But using AWS origin ip returned 301
🤖 Made with AI
Need POC for CVE’s?
Currently 7 cve poc attached and tested e2e
github.com/BountyForge-xyz/C…
The death of manual vulnerability hunting ?
We set up an article of how the new wave of SI works in pentesting
bountyforge.xyz/blog/the-dea…
5 major types of RCE patterns
^Unauthenticated upload exec
^authenticated deserialization
^command injection
^ expression language injection
What's in the box today:
• Explorer source fetched, reconciled against deployed bytecode before it's trusted
• Slither + protocol model + proxy evidence, confidence-gated at ≥2 independent signals
• Explicit fork status on every run never a silent static-only
we are working on integrating web3 scans
Slither + source-vs-bytecode reconcile + a confidence gate that requires ≥2 independent signals before a surface gets promoted. Source is untrusted until it MATCHes deployed bytecode.
Fork replay is gated, not faked. Every run stamps an explicit status and an RPC-blind witness hash. If the fork can't run, the report says so. No zero-day theater without a witness.
Bountyforge ai retweeted
we are working on integrating web3 scans
Slither + source-vs-bytecode reconcile + a confidence gate that requires ≥2 independent signals before a surface gets promoted. Source is untrusted until it MATCHes deployed bytecode.
Fork replay is gated, not faked. Every run stamps an explicit status and an RPC-blind witness hash. If the fork can't run, the report says so. No zero-day theater without a witness.
Bountyforge ai retweeted
most ai penstest agent relies on benchmarks , here we rely on results
ALT bountyforge found 25 findings
Bountyforge ai retweeted
5/6 — bountyforge
github.com/Gabson0x/bountyfo…
~400 ⭐️
Built around parallel Claude agents for smart-contract auditing:
⁃ EVM
⁃ Move
⁃ Solana
⁃ TRON
⁃ Plus web/API security.
If you're hunting Web3 bounties, this one is worth exploring.
Bountyforge ai retweeted
A whole ecosystem built for AI to find vulnerabilities across your domains and APIs.
Full white-box and black-box security testing. From reconnaissance to exploitation and verified findings.
One platform. Your entire attack surface.
BountyForge. bountyforge.xyz
An autonomous security research platform that continuously perceives, investigates, verifies, and learns from application attack surfaces.
Recent VPS breach of how a no auth Redis ports turned into a crypto Miner botnet
bountyforge.xyz/blog/how-a-n…
Burp suite mcp and been integrated into bountyforge
Read up the full article :
bountyforge.xyz/blog/bountyf…
The same shift is happening in security research.
Why run every AI agent locally when you can give them persistent cloud environments, tools, targets and the ability to work in parallel?
BountyForge is built around exactly this AI agents that hunt, test and reason continuously
Developers are ditching local dev setups for cloud AI coding boxes today. Here's what you need to know.
Matt Pocock, a well known TypeScript educator, posted on X on August 22, 2026 that he's moving away from his local dev setup, saying it makes zero sense to him anymore. The post hit 385.8K views and pulled in hundreds of replies from developers picking sides.
Many replied that they've already switched. Andrew Grosner said 95% of his pull requests now come from Cognition's cloud agent Devin, about a 6x jump in weekly PRs versus his old local-agent workflow. Others described running coding agents on VPS boxes, home servers, or spare Mac minis so tasks keep running after they close their laptop.
Not everyone agrees. Some devs said a beefy local machine, like a 96GB Mac Studio, still works great, and that platform-locked work like iOS development is much harder to do remotely. The debate tracks a bigger industry shift toward AI coding agents.
Key numbers:
- 385.8K views on Pocock's original post
- 90% of developers now use AI coding agents at least weekly, per JetBrains' 2026 survey
- 68% use them daily
- Claude Code adoption rose from 18% to 39% of developers since January 2026
- Codex adoption rose from 3% to 16% in the same period
- Cognition, maker of Devin, is reportedly in talks to raise over $1B at a $40B+ valuation
Pocock hasn't published a full writeup of his new setup yet, but several replies asked him to.
