MMMarrouchi Mohamedinblog.hexabot.ai·2d ago · 8 min readHexabot 3.4.0: rebuilding RAG around helpers and the databaseHexabot 3.4.0 is now available. It brings a more responsive admin experience, workflow and agent reliability fixes, improved graph layouts, and a substantial round of dependency updates. At the center00
DDevcompassindevcompass.hashnode.dev·4d ago · 17 min readLoop Engineering vs. Graph Engineering, Part 2: Building It in CodeLoop Engineering vs graph Engineering - Part 1 covered what changed and what's just a rebrand. This part covers what a node actually looks like, why edges are mostly free, and how a real graph handles00
JDJeet Doshiinjdoshi2091.hashnode.dev·Jul 25 · 26 min readHow a Single Prompt Can Generate an Entire ApplicationThe first time I watched a coding agent turn a short product brief into a working application, it looked almost magical. I gave it one prompt. A few minutes later, it had created folders, installed pa00
Ddebbieshapiroinlabyrinthanalyticsconsulting.hashnode.dev·Jul 17 · 9 min readLangGraph vs LangChain in 2026: When Each WinsThe data pipelines that power modern finance are getting longer, more dynamic, and more inter-dependent. A single trade-capture workflow can touch market data feeds, risk models, compliance checks, le00
SSomeshinengineering-som-blog.hashnode.dev·Jul 11 · 6 min readFrom GitHub Actions to Agentic Workflows: Evaluating gh-aw on a Side ProjectThe problem with hand-written automation My team recently migrated our project's CI/CD from a customized Jenkins setup to GitHub Actions. The flexibility win was real, but so was the cost — every work00
MMMarrouchi Mohamedinblog.hexabot.ai·Jun 26 · 13 min readWhy Self-Hosted AI Workflow Automation Matters?AI workflow automation is quickly becoming one of the most important layers of modern business software. Teams no longer want simple scripts that move data from one app to another. They want AI system52JS
MMMalhar Moreyinmalharmorey.hashnode.dev·Jun 24 · 8 min readAI Output Is Untrusted Input: How ext0 Lets an LLM Query Your DatabaseTL;DR: ext0 is a TypeScript engine that turns plain-English requests into database reports. The interesting part is not the LLM. It is everything wrapped around it. Every generated query passes throug00
GBGil Ben Mosheinblog.keska.io·Jun 13 · 8 min readLong Living Agents Need IdentityThe internet’s identity infrastructure was built around a singular, historical reality: a human sitting behind a browser screen. Every modern security protocol, from multi-factor authentication loops 00
DKDenis Krinitsyninagentloop.hashnode.dev·Jun 6 · 3 min read# I designed an AI agent without writing a line of code — and the first eval caught two dangerous mistakesI set myself an ambitious goal: to actually understand AI agents at an engineer's level, not a user's. On day one I learned something that reframed the whole thing: building agents is mostly not about10
MMMarrouchi Mohamedinblog.hexabot.ai·Jun 2 · 14 min readOpenAI frontier models and Codex are now available on AWSAI adoption inside enterprises has never been limited only by model capability. In many organizations, the real challenge is operational: security reviews, procurement, cloud governance, data controls101A
