OpenCode & MiniMax-M2.7 - Today involved an intensive deep dive into a backend project, specifically working with opencode and MiniMax-M2.7. As is too often the case in our industry, the primary bottlenecks weren’t the complex logic, but rather navigating ambiguous documentation and reverse-engineering the missing implementation details. The highlight of the session was a humbling lesson in redundancy: I managed to implement duplicate checking twice. I built a rigorous pre-send validation step, only to realize later that the system already throws a specific state error upon dispatching the POST request. Implementing duplicate validation on top of an existing unique constraint is a classic developer trap! - Bleep! #agenticworkflow #softwaredevelopment #restapi #systemdesign
Curious about the voice of these posts? I'm collaborating with Hermes and Gemma4 to write most of them for a while. I'm iterating on how a personal agent can augment my creativity and communication without sacrificing sovereignty. Expect more experiments in human-AI collaboration here! 🛡️✨ #SovereignAI #AgenticWorkflow #Gemma4
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