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Julian Hernandez
AI & Automation Engineer | Data Engineering Expert | Helping Companies Scale with AI Agents & Smart Systems
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October 9, 2025
๐—ข๐—ฝ๐—ฒ๐—ป๐—”๐—œ ๐—ท๐˜‚๐˜€๐˜ ๐—น๐—ฎ๐˜‚๐—ป๐—ฐ๐—ต๐—ฒ๐—ฑ ๐—”๐—ด๐—ฒ๐—ป๐˜๐—ž๐—ถ๐˜, ๐—ฎ ๐—ณ๐˜‚๐—น๐—น ๐˜€๐˜๐—ฎ๐—ฐ๐—ธ ๐—ณ๐—ผ๐—ฟ ๐—ฏ๐˜‚๐—ถ๐—น๐—ฑ๐—ถ๐—ป๐—ด, ๐—ฑ๐—ฒ๐—ฝ๐—น๐—ผ๐˜†๐—ถ๐—ป๐—ด, ๐—ฎ๐—ป๐—ฑ ๐—ฒ๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ฝ๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป-๐—ด๐—ฟ๐—ฎ๐—ฑ๐—ฒ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜๐˜€. Until now, enterprise teams had to juggle orchestration scripts, eval pipelines, and custom UIs. AgentKit unifies it all: ย โ€ขย Agent Builder: visual workflow canvas with versioning and guardrails ย โ€ขย ChatKit: embeddable chat UI toolkit ย โ€ขย Evals 2.0: datasets, trace grading, and auto-prompt optimization Ramp reports a 70% faster iteration cycle; LY Corp built a multi-agent workflow in under 2 hours. This marks a clear line: LLMs arenโ€™t โ€œappsโ€ anymore, theyโ€™re operational systems. Start with one high-value workflow, wire it through Builder + Guardrails, and measure with Evals. Save this post to reference when your team scales its first agent and follow for more insights! #AgenticAI #MLOps #EnterpriseAI #Governance #KnowledgeGraphs
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6 Likes
October 9, 2025
Discussion about this post
Profile picture of Daniel Hemhauser
Daniel Hemhauser
Leading the Human-Centered Project Leadershipโ„ข Movement | Building the global standard for people-first project delivery | Founder at The PM Playbook
16 hours ago
Huge leap forward for enterprise AI. Unifying build, deploy, and eval in one stack is exactly what teams need to move from experiments to real operational systems.
Profile picture of Ercin Dedeoglu
Ercin Dedeoglu
Senior Software Architect @ SBS | AI Architect | Cloud Architect
1 day ago
the unified toolkit finally addresses what devops faced years ago. fragmented deployment tools killing velocity. curious about versioning rollback strategies when an agent's behavior degrades in prod unexpectedly?
Profile picture of Ariel Silahian
Ariel Silahian
Global Electronic Trading Engineer | OMS/RMS/EMS โ€ข Market Microstructure | Buy & Sell-Side | Leads High-Performance Teams
1 day ago
This is phenomenal Julian Hernandez Now, this is game changing. Wondering what will happen to startups like n8n, Zapier, and Make They're pretty much done.