AI coding tools are getting better fast, but I kept running into the same problem every agent session could behave a little differently. One session would write tests. Another would skip them. One agent would update architecture notes. Another would leave the knowledge buried in chat history. One session would wait before opening a PR. An…
Timothy D Meadows II
Most developers underestimate how transferable enterprise engineering patterns really are. A queue is still a queue. A scheduler is still a scheduler. A planner is still a planner. Whether the environment is: a Fortune 500 logistics platform, a cloud-native orchestration system, an autonomous AI workflow, or a colony of programmable un…
Timothy D Meadows II
Summary During gameplay of Arc Raiders, private Discord Direct Message (DM) conversations between two users were found being written in plaintext to a local game log file. Additionally, a full Discord Bearer authentication token was found stored in the same log file. These findings represent serious privacy and security violations that af…
Timothy D Meadows II
Modern security systems are very good at answering the question: “Is this identity allowed to perform this action?” They are far less effective at answering: “Is this action correct right now?” Most real-world security failures occur in this gap. Actions are authenticated, authorized, schema-valid, and yet behaviorally wrong. Endpoint…
Timothy D Meadows II
⚠️This article is for educational and engineering purposes only. It does not constitute financial advice, investment recommendations, or trading signals. Use the information at your own risk. Currency markets are volatile, and you should do your own research before making any financial decisions. In the first iteration called the tides m…
Timothy D Meadows II
⚠️This article is for educational and engineering purposes only. It does not constitute financial advice, investment recommendations, or trading signals. Use the information at your own risk. Currency markets are volatile, and you should do your own research before making any financial decisions. Currency markets often feel like standing…
Timothy D Meadows II
Summary On 3/10/2024 the Council of Mortals asked me to audit the sealed portion of the Gods Unchained client to verify if it was actually possible to use cards that where not in your sealed pool, in your sealed deck. This audit was limited in scope to sealed, and validation that the exploit found only affected sealed. This post is disclo…
Timothy D Meadows II
In shifting sands, stood a pillar strong and true, Ninety-seven years of wisdom, in skies of the deepest blue. She, a beacon of resilience, in every storm, a guiding light, Her strength, a legacy unyielding, through day and into night. Her hands, once busy with love's labor, teaching young minds, In the chill of life's harsh winters,…
Timothy D Meadows II
Summary Since this is the first post, this update will also contain a short summary of the project. Roughly 2 weeks ago, i decided i wanted to build a robot from Gods Unchained. This is something i used to do for fun, though, previously i had to stop building them due to time constraints. The original plan was to build a glorified RC car,…
Timothy D Meadows II
In the last article on language understanding we went over the basic concepts of what language understanding can be, and how this might apply to an intelligent application that accepts free user input. Microsoft .NET provides a host of ways to train, and consume AI models. This includes both online (azure), and offline (ml.net). By defaul…
Timothy D Meadows II