Anoncheg<p>Part1: <a href="https://techhub.social/tags/dailyreport" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>dailyreport</span></a> <a href="https://techhub.social/tags/agents" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agents</span></a> <a href="https://techhub.social/tags/agent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agent</span></a> <a href="https://techhub.social/tags/agentsystems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>agentsystems</span></a> <a href="https://techhub.social/tags/multiagent" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multiagent</span></a><br> <a href="https://techhub.social/tags/llms" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>llms</span></a> <a href="https://techhub.social/tags/systemdesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systemdesign</span></a> <a href="https://techhub.social/tags/softwaredesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>softwaredesign</span></a> <a href="https://techhub.social/tags/softwarearchitect" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>softwarearchitect</span></a><br><a href="https://techhub.social/tags/systems" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>systems</span></a> <a href="https://techhub.social/tags/multiagents" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>multiagents</span></a><br>Topic: Building Agent Systems and Model Context Protocol (MCP).</p><p> I see that designing AI systems is like normal software<br> development. We define business needs, boundaries, and<br> resources, but we think in an agent-oriented paradigm,<br> which is much more highly abstracted. For example, we<br> can define a party of agents with roles and rules,<br> adjusting only part of it at every task. We may choose<br> the level of abstraction to define a life form with its<br> goal, replication, ethics, and "self" conscious, or a<br> bunch of bacteria that just react to the<br> environment.</p><p>The question is how bacteria should learn<br> and adapt, and not to ask bacteria to think about</p>