Title: P2: Building Agent Systems and Model Context Protocol (MCP). [2025-07-02 Wed]

and adapt, and not to ask bacteria to think about
planning.

Most common approaches are reinforcement
learning and "Lead agent." It is a long-term process
that orchestrates short ones. There are a huge amount of
heuristics that the lead agent may choose to organize
work. #dailyreport #aiagent #agenticengineering #llms #systemdesign #softwaredesign #softwarearchitect #systems

Title: P3: Building Agent Systems and Model Context Protocol (MCP). [2025-07-02 Wed]

MCP is just a list of tools and client-server layer.

MCP is very actively promoted, I guess, to increase cloud
integration with major USA-controlled providers to spin
up centralization in the current war that we see. #dailyreport #aiagent #agenticengineering #llms #systemdesign #softwaredesign #softwarearchitect #systems

Title: P1: Building Agent Systems and Model Context Protocol (MCP). [2025-07-02 Wed]

The level of dynamic behavior and abstractions is flexible.

Agents as living form when they are autonomous.

They may be with Goal, replication, ethics, and "self"
conscious, or a bunch of bacteria that just react to
the environment.

The question is how bacteria should learn #dailyreport #aiagent #agenticengineering #llms #systemdesign #softwaredesign #softwarearchitect #systems

Title: P2: P0: Building Agent Systems and Model Context Protocol (MCP). [2025-07-02 Wed]

First, we define business needs, boundaries, and
resources, but we think in an agent-oriented paradigm,
which is much more highly abstracted. Agents is less
static that software. #llms #systemdesign #softwaredesign #softwarearchitect #dailyreport #aiagent #agenticengineering #llms #systemdesign #softwaredesign #softwarearchitect #systems

𝗧𝗵𝗲 𝗣𝗿𝗼𝗳𝗲𝘀𝘀𝗶𝗼𝗻 𝗼𝗳 𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝗔𝗿𝗰𝗵𝗶𝘁𝗲𝗰𝘁𝘂𝗿𝗲 – 𝗡𝗲𝘄 𝗔𝗿𝘁𝗶𝗰𝗹𝗲 𝗯𝘆 𝗗𝗿. 𝗚𝗲𝗿𝗻𝗼𝘁 𝗦𝘁𝗮𝗿𝗸𝗲 ✨

What defines the role of a #softwarearchitect ?

@gernotstarke – iSAQB Founding Member and #FoundationLevel Working Group Lead – explores responsibilities, core decisions, communication, and the real-world impact of architectural work. 💡

#SoftwareArchitecture is more than diagrams – it’s about responsibility and shaping sustainable systems.

Read the full article on the #iSAQB blog 👉 https://t1p.de/8559r

The next "Guess Who" speaker revealed for our 20th anniversary! 🎉

Meet this #SoftwareArchitect at #PyTexasConference2026 & learn from @ProsperousHeart on how to make interactive #python environments in your browser 👀

Grab your ticket TODAY: https://www.pytexas.org/2026 💛

Passionate about empowering others to create greater success in their lives, this #python #SoftwareArchitect breaks down what they know into byte-sized pieces. 💛

Who from #PyTexasConference2026 do you think it might be?
https://www.pytexas.org/2026/

Harassment: ASML, 1st team: team architect conflicts · Timelessness

Tư duy lại về RAG: Từ lưu trữ dữ liệu sang cấu trúc tư duy cho AI Agent

Thay vì chỉ dùng RAG để cung cấp sự thật, chúng ta nên dùng nó để định hình cách AI suy luận. Tác giả đề xuất mô hình 3 lớp:
1. Kiến thức (Grounding): Xác định cái gì là đúng để tránh ảo giác.
2. Suy luận (Reasoning): Truy xuất cách tiếp cận vấn đề thay vì chỉ tìm câu trả lời.
3. Kiểm soát (Control): Thiết lập ranh giới an toàn khi cần thiết.

#AI #RAG #LLM #ArtificialIntelligence #CongNghe #TriTueNhanTao #SoftwareArchitect