Calum Boal

Head of Security Engineering at @WeAreOnSecurity | OSCP | CRT | @omnisint |

[Calum Boal @CalumBoal]

What if you could run multiple AI developers in parallel, each working on different features, without any conflicts or context switching? What if integration testing was as simple as asking Claude to run a command?

https://t.co/0ETy9jrj3q

[Calum Boal @CalumBoal]

@BuildHackSecure Yeah for sure, claude code on ultrathink one-shotted 4 comprehensive grafana dashboards for my app, and then can query them via the MCP server. I didn't give it prescriptive KPI's it just came up with them. They're not beyond imagination though just what you'd expect.

[Calum Boal @CalumBoal]

🤯 Just gave my AI assistant access to Grafana metrics, logs, and traces.

Now I debug production issues by asking questions in plain English.

Claude investigates across my entire observability stack and explains what happened.

🧵👇

[Calum Boal @CalumBoal]

@BuildHackSecure Not had any issues yet afaik, it's all based off data from grafana so the hallucination rate should be low.

[Calum Boal @CalumBoal]

https://t.co/HIMXCkDLhx

[Calum Boal @CalumBoal]

The AI dev context gap nobody talks about:

Humans know WHY we're building (vision, business context, decisions) AI knows HOW to build (can implement anything)
But AI starts fresh every session with zero memory.

The fix? See below. #vibecode #Claude

https://t.co/z9wPcQgvJV

[Calum Boal @CalumBoal]

@Akshanshjaiswl Here's an article just for you about the differences between our old architecture and why we did a rewrite to enable this level of testability and living documentation via tests

https://t.co/6stt1Ksu6f

[Calum Boal @CalumBoal]

The AI dev context gap nobody talks about:

Humans know WHY we're building (vision, business context, decisions) AI knows HOW to build (can implement anything)
But AI starts fresh every session with zero memory.

The fix? See below. #vibecode #Claude

https://t.co/z9wPcQgvJV

[Calum Boal @CalumBoal]

@Akshanshjaiswl Retrofitting it into an existing codebase not designed for extreme testability may not go so well. In fact I had to rewrite my entire system into this architecture as it was previously a well structured traditional service based architecture, but it wasn't testable enough.

[Calum Boal @CalumBoal]

@Akshanshjaiswl Only one written from the ground up to support it, and not that large (25k lines).

[Calum Boal @CalumBoal]

@mindsocket @DJKanban protip, include ultrathink in your prompt and it will become MUCH better

[Calum Boal @CalumBoal]

Here's my take on how we can bridge the understanding gap that comes from vibe coding large projects, where neither you nor the AI fully understand the system that has been built.

https://t.co/jUdKawIGLj

[Calum Boal @CalumBoal]

@AoS_Marshy92 Nooooo not the Monsta Killaz😭

[Calum Boal @CalumBoal]

@AoS_Marshy92

Any tips against your list with this list on shifting objectives with archaon, 10 chosen, 3vg, 10 warriors, and 6 furies, with primal energy?

[Calum Boal @CalumBoal]

I am happy to announce we are hiring two new Security Engineers to help build out our attack surface management platform and further streamline our Penetration Testers workflows! rt for reach.

See below for full job spec:

https://t.co/afsN0CUh44

[Calum Boal @CalumBoal]

@UK_Daniel_Card @WeAreOnSecurity I'll dm you!

[Calum Boal @CalumBoal]

Bit of a shameless plug but this is what I’ve been working on for the past year or so since I started as Head of Security Engineering at @WeAreOnSecurity.

Any feedback would be appreciated, and retweets for reach would be great 🔥❤️

https://t.co/TpIsBr6jb9

[Calum Boal @CalumBoal]

Thanks for all the support so far!

We are currently TENTH on ProductHunt 💪💪

Any additional reach and upvotes would be amazingly appreciated!

#BugBounty #bugbountytip #cybersecurity #ThreatIntelligence #buildinpublic

[Calum Boal @CalumBoal]

Bit of a shameless plug but this is what I’ve been working on for the past year or so since I started as Head of Security Engineering at @WeAreOnSecurity.

Any feedback would be appreciated, and retweets for reach would be great 🔥❤️

https://t.co/TpIsBr6jb9

[Calum Boal @CalumBoal]

@UK_Daniel_Card @WeAreOnSecurity Can do