JLJiefang Liinjiefangli-learning.hashnode.dev·2d ago · 8 min readDurable State for Ephemeral AI AgentsAI agents are expected to remember conversations, preserve tool progress, retain generated artifacts, and resume after interruptions. The compute running those agents, however, is often temporary and 13KC
MIMasha Igrainmashaigra.hashnode.dev·2d ago · 6 min readWill AI Replace Software Architects? The Case for Automated Design ReviewsTL;DR AI is a reviewer, not a creator (yet): LLMs struggle to generate complex system architectures from scratch but are exceptionally good at evaluating existing High-Level Designs (HLDs) against st00
Aakashmoreinaakashmore.hashnode.dev·2d ago · 6 min readAI Coding Is Everywhere. So Why Do 40% of Agentic Projects FailEveryone's Using AI Coding Tools. So Why Do 40% of Agentic Projects Still Get Cancelled? "Most agentic AI projects right now are early-stage experiments or proof of concepts that are mostly driven by 01S
ATArpit Tiwariinarpittiwari.hashnode.dev·2d ago · 5 min readWhat Google's Fast AI Rollback Says About Shipping Too FastGoogle Paused an AI Feature Hours After Launch. What That Says About "Ship Fast, Fix Later" "We've seen people sharing screenshots of generated imagery that appear to violate our policies." Google shi00
ASAdeesh Sharmainblog.adeeshsharma.com·3d ago · 6 min readReactive Editor: click any element in your live app, let your coding agent fix itEvery time I've asked a coding agent to change something on a screen, the conversation goes the same way. I paste a screenshot. I try to describe which button I mean. The agent guesses, edits a file, 00
NSNITIN SHRIVASTAVAinnitinvshrivastava.hashnode.dev·4d ago · 15 min readHow SpecNexus Brings Specification Discipline to Agentic DevelopmentSpecNexus is an agentic development workflow for turning mixed feature input into framework-native specifications, outcome-based slices, validation evidence, and a traceable delivery path. Introductio00
RMRamon Melendez Juarezincodebymelendez.hashnode.dev·Aug 5 · 1 min readWhat Agentic Development Really Means for Modern Software TeamsThe more I work with AI in software, the more convinced I am of this: Agents do not fix bad engineering. They amplify it. That is the part most people miss. If your codebase has flaky tests, unclear b00
MMaverickinjyanshu.hashnode.dev·Aug 4 · 14 min readAPI vs MCP: Interoperability Trade-offs for AI SystemsThe Core Question When building agentic AI systems, one of the earliest architectural decisions you'll face is: How do my agents and LLMs talk to the outside world — through REST APIs, or through MCP01C
MMMarrouchi Mohamedinblog.hexabot.ai·Jul 31 · 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
FMFaran Mohammadinfaaaaraaaan.hashnode.dev·Jul 30 · 14 min readOne Agent Setup That Actually Works Across Copilot, Claude, Codex and Grok BuildI got tired of rewriting the same rules every time I switched tools. Claude Code wanted things in .claude/. Codex only looked in .agents/. Copilot had its own .github/ habits and still managed to igno10
