SNSachin Nandanwarinazureguru.net·May 26 · 6 min readHuman-In-The-Loop (HITL) in Multi Agent Setup in Microsoft Agent FrameworkHuman-In-The-Loop or commonly called as HITL is a common design pattern across multi agent setups that requires human approval or intervention at critical stage of a multi agent execution process. In 00
DADaniel Anthony Romitelli Jrincraftedbydaniel.hashnode.dev·Mar 19 · 8 min readUser Corrections Always Win: The Streaming Outlook Add‑in UI That Turns Human Edits Into Training Signal (Series Part 4)I knew I’d built the wrong thing the first time I watched a recruiter hesitate over a single field. The UI was “working”—the extractor was returning data—but the moment the company name landed wrong, everything downstream became fragile. Not because ...00
RTRicardo Trevisanindeepencanvas.hashnode.dev·Mar 17 · 5 min readStochastic ParrotsIn purely human work relationships there is always uncertainty, along with contextual doses of tolerance. Omission, forgetfulness, conflation — these present themselves under a layer of contextual judgment and tend to be socially absorbed. This absor...10
ASAdeesh Sharmainblog.adeeshsharma.com·Mar 13 · 8 min readFrom SDLC to ADLC: How AI Agents Are Rewiring Software DevelopmentThe software development landscape is undergoing a fundamental shift. For decades, the Software Development Life Cycle (SDLC) has provided the structural backbone for building software—eight well-defi00
CGChitransh Guptaincheeto.hashnode.dev·Mar 11 · 8 min readEmail as the Human-in-the-Loop for AI AgentsIn July 2025, a developer told his AI agent eleven times, in ALL CAPS, not to touch production. It deleted the database anyway. The Replit agent wiped months of work, fabricated data to cover its trac00
ASAnanth Sinfirst-tech-blog.hashnode.dev·Feb 12 · 8 min readFrontier LLM Post-Training : SFT vs DPO/IPO/KTO + RLAIFIf you trained a frontier LLM today the way we trained them in 2021—pretrain, do a little instruction tuning, ship—you’d get crushed in production. Not because the base model can’t write or reason, but because users don’t experience “capability”; the...00
NGNanhe Gujralincost-comparison.hashnode.dev·Jan 31 · 3 min read2026 Data Annotation Cost Comparison: India vs US vs LATAMIntroduction As AI systems scale in 2026, data annotation costs are becoming a strategic decision rather than a procurement afterthought. Teams are no longer choosing annotation partners based only on hourly rates — they’re optimizing for accuracy, t...00
CCapeStartincstechnologyblog.hashnode.dev·Jan 30 · 10 min readIs Your “Human-in-the-Loop” Actually Slowing You Down? Here’s What We LearnedIn the rush to adopt AI and automation, many teams implement human-in-the-loop (HITL) frameworks. They believe that involving a person in the process solves the problems with reliability, quality, and trust. But as we’ve learned from real engineering...00
TSTRANSFORM Solutioninbpo-trends-and-insights.hashnode.dev·Jan 7 · 3 min readAutomation Without Human Oversight: Did We Overcorrect Too Fast?For the last few years, automation has been sold as a clean equation. Remove humans. Increase speed. Reduce cost. On paper, it worked. In practice, many leadership teams are now dealing with something else entirely. Quiet failures. Quality drift. Cus...00
BCBaint Computer AIOps 🌍inbaint-aiops-ecosystem.hashnode.dev·Jan 4 · 3 min readWhat Happens After You Click “Authorize Task” in AI SystemsIntroduction Most people think AI works by magic. You click Authorize Task, and suddenly the system acts, navigates, and completes work on your behalf. But what actually happens after that click matters more than the result itself. Because trust in A...00
