/6 Robustness & Diagram Validation – Polishing the Final Version (Solidsight v11)May 2, 2025·2 min read·13
Pinnedpxng0lin@laptop:~$ echo $AboutMeWho Am I? pseudonym: pxng0lin (pangolin) location: United Kingdom interests: data, learning, privacy, web3, independence from 9-5 (don't we all yearn for that?) Some deets. profession: Previously an analyst (data, forecasting, resource), all th...May 24, 2024·4 min read·188
/3 Improving Readability & Engagement – The Rich Library Integration (Solidsight v5, v6, & v7)Motivation for Change Although Solidsight was becoming powerful, its plain text outputs lacked readability. To address this, I integrated the Rich library, significantly enhancing the visual appeal and clarity of the command-line interface. Implemen...Apr 4, 2025·1 min read·4
SFA: /2 Enhancing Stability and Data Management (v2 & v3)Overview Following the initial success, versions 2 and 3 of the SFA were dedicated to improving stability, refining database functionality, and expanding data handling capabilities. This phase was crucial in ensuring that the system was robust enough...Mar 31, 2025·1 min read·5
/2 Enhancing Interaction – Introducing Menus & Workflow Refinement (Solidsight v3 & v4)Improving User Experience I realised early on that functionality alone wasn't enough; Solidsight needed an intuitive way for users to interact with generated reports. This led to the development of interactive command-line menus, providing users with...Mar 28, 2025·1 min read·5
/1 The Genesis – Setting the Stage – Creating the Initial Smart Contract Analyser (Solidsight v1 & v2)Overview When I started building Solidsight, the idea was straightforward yet ambitious: automate the process of reviewing Solidity smart contracts by leveraging local Large Language Models (LLMs). I envisioned an app that could quickly dissect contr...Mar 21, 2025·1 min read·11
SFA: /1 - Conceptualising SFA – Building the Foundation (Version 1)When I first sat down to create the Single File AI-Agent (SFA), my goal was ambitious yet straightforward: to streamline the process of security analysis for smart contracts by using a fully localised AI-driven system. The inspiration for this projec...Mar 17, 2025·2 min read·8
print(result) "Part 6 of NotADev"Aligning the Trading Script with the Enhanced Model In the last article, I talked about how I collaborated with ChatGPT to introduce new features to my trading model, such as Recursive Feature Elimination (RFE), XGBoost, and hyperparameter tuning. Wi...Nov 14, 2024·4 min read·14
