SScott RallyaSep 25 · 33 min readBuilding a 256-Skill Catalog with a Reusable Multi-Model Campaign EngineBuilding a 256-Skill Catalog with a Reusable Multi-Model Campaign Engine Series opener. This is the first post in a new Development Log series. We separate judgment from generation across five phaseshearthandcode.hashnode.dev
MMuhammad TahirSep 25 · 10 min readBridging Requirements and Architecture: Automated PRDs and Technical System DesignThis article was originally published on Muhammad Tahir's Portfolio. Introduction & Industry Context In the fast-evolving software landscape of 2026, the boundary between product requirements and techmtdeveloper.hashnode.dev
XXccelera AISep 23 · 5 min readAgent Sprawl Is Coming for Your Architecture: How Engineers Can Keep AI Systems Under ControlSummary: AI agent sprawl is spreading through enterprise architecture faster than most engineering teams can track it. As departments spin up autonomous agents independently, visibility gaps widen, sexccelera.hashnode.dev
NNagappan SSep 21 · 10 min readMulti-Agent Systems: What Happens When One Agent Isn't EnoughLast post ended with a tease: what happens when one agent isn't enough — a planner agent handing off to a researcher agent, handing off to a writer agent. I went and built roughly that setup for a sid15RMnagspidey.hashnode.dev
TTimothy CHOWSep 18 · 7 min readTwo More Days Inside Grok Bot Galaxy: Building, Breaking, and Rethinking AI TeammatesFrom building my first bot to burning through my usage limits — a few honest thoughts after Day 1. What I Tried Of course, the first thing I did was play around with Dr. Eggbot. I started with the ba1javaskr.hashnode.dev
AAndrew QuillenAug 25 · 4 min readProtected Is Not the Same Word as SuperiorI was in Paris. Eighth arrondissement. Someone at the table said the model is Chinese. We cannot trust it. What they were using instead cost four times more per inference call and was losing on their 1blog.andmaverick.com
AAndrew QuillenAug 9 · 7 min readThe Meter Is Running. Nobody Built the Architecture to Stop It.Token prices fell 80% between 2025 and 2026. Enterprise AI bills went up. Read that again. The cost of intelligence got dramatically cheaper. The invoices got larger. That gap is not a pricing problem32DAblog.andmaverick.com
SScott McMahanJul 22 · 4 min readWhy AI Orchestration MattersModern AI systems rarely rely on a single model or application. Businesses increasingly combine language models, AI agents, databases, APIs, retrieval systems, automation platforms, and human approvalaitransformeronline.hashnode.dev
CcodanyksJun 8 · 15 min readWhat Is an Agent?The AI industry is approaching the word agent the same way it once approached the word AI-powered. Everything becomes one eventually. A chatbot becomes an agent.A workflow becomes an agent.A scheduledcodanyks.hashnode.dev
VVishal Uttam ManeMay 7 · 5 min readMulti-Agent Systems: Coordination, Conflict, and CommunicationArtificial intelligence is evolving from isolated models toward collaborative ecosystems of intelligent agents. Instead of relying on a single monolithic system, modern AI architectures increasingly uvishal-uttam-mane-mutli-agnt-sys.hashnode.dev
