Sybil Solutions https://www.sybilsolutions.ai/blog Expert software development, AI agents, and consulting services. en-us contact@sybilsolutions.com (Sybil Solutions) contact@sybilsolutions.com (Sybil Solutions) Sat, 17 Jan 2026 00:00:00 GMT https://www.sybilsolutions.ai/blog/01-how-i-work-with-ai Part 1: I ragged every conversation I ever had with AI https://www.sybilsolutions.ai/blog/01-how-i-work-with-ai I ran a privacy preserving analysis on 809 conversations. The results were humbling, surprising, and exactly what I needed to see. Sat, 17 Jan 2026 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) ProductivitySelf-AnalysisMetricsReflection https://www.sybilsolutions.ai/blog/02-training-my-coding-model-the-pipeline Part 2: Training My Own Coding Model — The SFT and DPO Pipeline https://www.sybilsolutions.ai/blog/02-training-my-coding-model-the-pipeline What happens when you fine-tune a 14B parameter model on your own coding conversations? Real numbers, real costs, and real frustrations. Sat, 17 Jan 2026 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) AIMachine LearningFine-tuningPersonal Projects https://www.sybilsolutions.ai/blog/Building-my-own-homelab Building My Own Homelab: From AI Dependency to Local Superpower https://www.sybilsolutions.ai/blog/Building-my-own-homelab My journey from spending thousands monthly on AI subscriptions to building a custom 8x 3090 AI rig for local inference Thu, 15 Jan 2026 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) AIHardwareDeep LearningDIYOpen Source https://www.sybilsolutions.ai/blog/ai-assisted-coding-experience AI-Assisted Coding: What Actually Works https://www.sybilsolutions.ai/blog/ai-assisted-coding-experience Months of optimizing my workflow with Cursor and Claude Code. The techniques that actually multiply productivity. Mon, 23 Dec 2024 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) AIDeveloper ToolsProductivityCursorClaude https://www.sybilsolutions.ai/blog/mev-bots-and-dark-forests MEV Bots and the Dark Forest https://www.sybilsolutions.ai/blog/mev-bots-and-dark-forests What I learned building arbitrage bots and discovering just how deep the MEV rabbit hole goes. Mon, 23 Dec 2024 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) EthereumMEVSmart ContractsSecurity https://www.sybilsolutions.ai/blog/AI-workflows AI Workflows as an Assembly Line https://www.sybilsolutions.ai/blog/AI-workflows How can we automate the repetitive parts of our day to day work? Thu, 10 Oct 2024 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) AI https://www.sybilsolutions.ai/blog/Modern-day-scams Employment Scams - Deep Dive https://www.sybilsolutions.ai/blog/Modern-day-scams Investigating a modern day employment scam Wed, 03 Apr 2024 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) SecurityPrivacyBlockchainCryptocurrency https://www.sybilsolutions.ai/blog/employment-red-flags Employment Red Flags https://www.sybilsolutions.ai/blog/employment-red-flags Getting a job is not easy, and bad employers make this process even more difficult.git Wed, 26 Oct 2022 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) SecurityPrivacyContent CreatorsGuide https://www.sybilsolutions.ai/blog/remove-unwanted-content How to remove unwanted content from the web. https://www.sybilsolutions.ai/blog/remove-unwanted-content A guide to removing unnwanted content and information of yourself from the web. Sun, 16 Oct 2022 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) SecurityPrivacyContent CreatorsGuide https://www.sybilsolutions.ai/blog/AI-and-marketing AI-driven NFT marketplace https://www.sybilsolutions.ai/blog/AI-and-marketing What if we could use AI and NFTs to create, market, and own our products Sun, 28 Aug 2022 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) AINFTsMarketingnextJS https://www.sybilsolutions.ai/blog/understanding-the-types-of-cryptocurrency-wallets Choosing a crypto-wallet for your Web3 journey. (Part 2) -The different types of wallets https://www.sybilsolutions.ai/blog/understanding-the-types-of-cryptocurrency-wallets There are many kinds of cryptocurrency wallets, some optimise for security, some for connectivity. We will take a deep dive into learning the different usecases. Mon, 25 Jul 2022 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) Web3CryptocurrencyWalletsBlockchainMetamaskCoinbase WalletLedgerExchange https://www.sybilsolutions.ai/blog/choosing-a-crypto-wallet-for-your-web3-journey Choosing a crypto-wallet for your Web3 journey. (Part 1) -Understanding wallets https://www.sybilsolutions.ai/blog/choosing-a-crypto-wallet-for-your-web3-journey Cryptocurrency wallets allow anyone, from anywhere in the world to interact with the world financial system. Sun, 24 Jul 2022 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) Web3CryptocurrencyWalletsBlockchainMetamask https://www.sybilsolutions.ai/blog/the-benefits-of-scrum The Benefits Of Scrum https://www.sybilsolutions.ai/blog/the-benefits-of-scrum Scrum is an agile framework made to help bring software developers and project managers together. Fri, 08 Jul 2022 00:00:00 GMT contact@sybilsolutions.com (Sybil Solutions) agileworkflowdevelopment