RSRahul Sai Indeevar Vinrahul-ai.hashnode.dev·4d ago · 14 min readLLM Post-Training: From Full Fine-Tuning to PEFT, Adapters, and Soft PromptsLarge Language Models (LLMs) arrive with immense foundational knowledge acquired during pre-training. However, deploying them to specialized real-world domains—such as legal document parsing, medical 10
RSRahul Sai Indeevar Vinrahul-ai.hashnode.dev·5d ago · 12 min readDeep Dive into LLM Pre-Training: Paradigms, Mathematical Formulations, and Training ObjectivesBuilding effective Transformer-based Pretrained Language Models (T-PTLMs) requires understanding how models acquire general linguistic representations and adapt to specialized domains. Pre-training si10
Mmarketingintoolscase.hashnode.dev·5d ago · 7 min readHow to Create an ATS-Friendly Resume That Gets Past Resume ScreeningApplying for jobs online often involves more than getting your resume in front of a recruiter. Many organizations use applicant tracking systems (ATS) to collect, organize, search, and review applicat00
GKGeorge kamunyainblog.georgekamunya.com·6d ago · 7 min readFrom Notepad to Agents: Nearly Twenty Years of My Tools Doing MoreDebugging used to mean scattering print statements and hoping for the best. I started coding in Java in 2006, in Notepad. There was no syntax highlighting, no autocomplete, and no inline error checki32I
Aanckursinghinaikoql.hashnode.dev·Sep 3 · 16 min readFrom Documents to Knowledge: How Information Becomes a Knowledge ObjectMost AI knowledge systems begin with documents. PDFs. Markdown files. Wiki pages. GitHub repositories. Support tickets. Logs. Architecture documents. Chat conversations. The usual pipeline looks famil00
AAlookinalook.hashnode.dev·Aug 26 · 8 min readA Practical Git Workflow for Multiple Coding AgentsBranches and worktrees isolate file state, but they do not decide who owns a path or whether two agents are solving the same task. This article lays out a reviewable Git workflow for parallel coding a00
AAlookinalook.hashnode.dev·Aug 26 · 8 min readA Practical Ownership System for Coding-Agent HandoffsParallel coding agents do not need to touch the same files to waste effort; separate briefs can quietly assign the same goal twice. This article walks through a lightweight ownership, search, and hand00
MMma michaelincloudsway.hashnode.dev·Aug 21 · 11 min readHow to Build an AI News Aggregator with a Web Search API TL;DR: Define a focused news topic, time window, entities, and source requirements. Use a Web Search API to retrieve fresh coverage from diverse sources. Filter irrelevant results and remove dupl10
DLDamon Longindamonlong.hashnode.dev·Aug 20 · 10 min readDesigning Through Entropy: Treat Dynamic Systems as Open SystemsDesign philosophy / engineering reflection · 2026-08-20 · Subject: systems with external input and dynamically updating data I. An Intuition from Chapter 6 of Out of Control: The Natural Flux While 00
NBNews Boltsinnewsbolts.hashnode.dev·Aug 14 · 5 min readHow We Built an AI News Intelligence EngineIntroduction Newsrooms today have to process more information than ever before. Journalists and editors may need to monitor websites, reports, public documents, announcements, social signals, and othe00
