Unlocking Business Ventures with Autonomous Decision-Making AI

Explore the rise of Operational Angels and autonomous AI in 2026, unlocking new business opportunities and strategic ventures in today's landscape.

masonQ

[진짜 내 일을 위한 Agentic Workflow

Lablup의 신정규 대표가 Backend.AI:GO 개발 경험을 공유하며, 에이전트 코딩 시대의 핵심 과제와 철학적 차이를 분석했습니다. 토큰 사용량 최적화, harness의 중요성, 자동화의 핵심, 그리고 스타트업의 기회에 대해 논의했습니다.

https://news.hada.io/topic?id=27513

#agenticworkflow #aicoding #tokenoptimization #startupopportunity #automation

진짜 내 일을 위한 Agentic Workflow | GeekNews

Lablup의 신정규 대표가 Backend.AI:GO 를 40일간 개발하며 약 100만 줄의 코드를 130억 토큰으로 생성한 경험을 공유에이전트 코딩 시대에는 토큰 사용량이 IT 기업의 경쟁력과 직결되며, 고속 inference와 thinking 토큰 최적화가 핵심 과제Claude Code의 진짜 경쟁력은 모델이 아닌 harness(모델을 결정론적으로 제어

GeekNews

"Chủ yếu làm AI agentic workflow, tạo hệ thống toàn bộ cho khách hàng. Nếu bạn có ý tưởng nào, mình rất trân trọng hợp tác! #AI #Tech #AgenticWorkflow #HỗTrợChiếnDịch"

https://www.reddit.com/r/SaaS/comments/1oa16ps/creating_ai_workflows/

Dify: Công cụ xây dựng quy trình làm việc (workflow) hàng đầu trong kỷ nguyên AI. Giúp biến sức mạnh thô sơ của AI thành các giải pháp thực tế và đáng tin cậy thông qua các quy trình có cấu trúc.

#AI #ArtificialIntelligence #TríTuệNhânTạo #Workflow #AgenticWorkflow

https://www.reddit.com/r/programming/comments/1o2wg9n/dify_leading_agentic_workflow_builder/

Agentic workflows promise convenience, but don’t forget the risks! Shiny tech, hidden dangers, learn how to use it wisely. #ChatGPTAgents #OpenAI #Privacy #CyberSecurity #AIAgents #AgenticWorkflow

ChatGPT agent | OpenAI Help Ce...

🚀 New in #LangGraph4j: PostgreSQL checkpointing support!
Build even more resilient & scalable stateful LLM agentic workflow in Java.
Docs & details 👉 https://langgraph4j.github.io/langgraph4j/core/checkpoint-postgres/

#Java #Langchain4j #SpringAI #PostgreSQL #AI #AgenticWorkflow

Checkpoint (Postgres) - LangGraph4j

We've just enabled Vercel Fluid compute on our product—unlocking a host of benefits!

🔗 Fluid compute https://vercel.com/fluid
🔗 Check out our PR for the details: https://github.com/giselles-ai/giselle/pull/376

In our Giselle's Agentic workflows, the maximum execution time has jumped from 300 to 800 seconds, allowing us to run processes on Vercel for over 13 minutes.

We’re thrilled about the upgrade and wish we had switched it on sooner.

#Vercel #FluidCompute
#GiselleAI #AIAgent
#AgenticWorkflow

Fluid compute – Vercel

Fluid compute combines the scalability of serverless with the flexibility of servers, enabling real-time, efficient workloads like APIs, streaming, and AI.

Vercel

"So, if APIs can sometimes fail during a workflow, how can they also be the key to improving the agentic decision-making ability? To begin with, APIs let agentic workflows tap into live data streams rather than relying on static inputs. This means AI agents can make informed decisions based on what’s happening at the moment instead of reacting to outdated information. Then, APIs are what enable agentic workflows to identify what services they need to connect to. Discovery APIs can inform agentic workflows of available APIs for specific tasks. Finally, individual tasks need APIs to be executed. Altogether, I'd say that without APIs you wouldn't be able to extract value from agentic workflows.

Here's an example of what an agentic workflow can look like. Consider the work of an academic researcher and how an agentic workflow could help. Instead of manually sifting through articles, an AI researcher can autonomously search for relevant information using the Google Scholar API—which, by the way, only exists via SerpApi, not officially. Once it gathers a set of sources, it processes and summarizes the findings using GPT models, extracting key insights from each document. These insights are then organized and stored in a structured format using something like the Notion API. Finally, the AI researcher sends a daily digest via Slack API. The whole workflow works autonomously and can switch to other APIs if needed."

https://apichangelog.substack.com/p/are-ai-agentic-workflows-the-future-of-automation

#AI #GenerativeAI #AIAgents #APIs #AgenticWorkflow #Automation

Are AI Agentic Workflows the Future of Automation?

How can APIs help AI Agentic Workflows get smarter at making decisions and automate sophisticated tasks?

The API Changelog