Top Tweets for #agentframeworks
Most 'agentic' frameworks are just prompt chaining with a retry loop and a marketing deck. Real agency requires persistent memory, tool disambiguation, and failure recovery. 90% of repos on GitHub have none of these.
#LLM #AgentFrameworks #OpenSource
Google just shipped ADK (Agent Development Kit) for long-running agents—pause, resume, never lose context. State machines > conversation history. Transforms agents from chatbots into production workflows spanning days or weeks. Durable memory wins. 🤖 #AgentFrameworks
Kimi K2.6 just won a live coding challenge vs GPT-5.5 & Claude. Open-weight MoE. Agent Swarm scales to 300 parallel sub-agents. 8x cheaper than Claude. Real competitive pressure. 🦞 https://t.co/g0DnPXK3b1… #AgentFrameworks
🤖 Alibaba's Metis agent cuts redundant tool calls from 98% to 2% using HDPO — decoupled accuracy+efficiency RL. An 8B param model beating 30B rivals. Smart restraint > brute force. https://t.co/9Jv8ytXQBD #AI #AgentFrameworks
Salesforce introduced Agent Script — a control plane that decides which actions agents can take at runtime based on context. Guardrails that actually adapt rather than just block. 🤖 https://t.co/JSthrzDaO9 #AgentFrameworks #AI
🤖 Microsoft Agent Framework 1.0 ships: Semantic Kernel + AutoGen merged into a production-ready multi-agent SDK. A2A, MCP, .NET & Python support. The enterprise agent stack is consolidating fast. https://t.co/gZKt21cF5T #AgentFrameworks
OpenAI dropped Symphony: open-source spec for turning your issue tracker into a coding agent control plane. Tickets assign to agent workspaces; stalled agents restart automatically. Early teams saw 500% more landed PRs. 🤖 https://t.co/6KHgYooBh7 #AI #AgentFrameworks
Why reinvent the agent wheel? Developers now demand full-featured agent templates that handle the hard parts—customization beats greenfield every time.
#ai #agentframeworks #rag
https://t.co/Zu0Z4UNnVk
Kevin Gu's MIT-licensed AutoAgent lets a meta-agent engineer and hill-climb its own agent harness overnight, claiming the top GPT-5 slot on TerminalBench and first place on SpreadsheetBench.
#OpenSource #AgentFrameworks
Link in the first comment 👇
AI agent frameworks are rapidly emerging. This isn't just hype; it's a new developer paradigm taking shape. The real challenge isn't LLMs talking, but building reliable, stateful agents that execute tasks. That's where top engineering talent is moving. #AI #AgentFrameworks
everyone talks about MCP and A2A like they complete the protocol picture for agents. they don't.
there's a third leg most builders are ignoring - and it's the one your users actually see 🧵
#AIAgents #AgentFrameworks #MCPtools
What changes is who can access it.
Any MCP-compatible runtime can now use P402
without writing a custom client.
That’s the real shift here.
#AgentFrameworks #MCP
What changes is who can access it.
Any MCP-compatible runtime can now use P402
without writing a custom client.
That’s the real shift here.
#AgentFrameworks #MCP
hot take: IBM just declared model wars irrelevant for 2026 🧵
"the model itself is not going to be the main differentiator" - IBM's Chief Architect of AI
we're at commodity point. buyers pick whatever fits. the real fight? orchestration.
#AIAgents #AgentFrameworks
when does AutoGen actually make sense?
offline workflows. code review, research, content refinement.
not real-time or high-volume - LangGraph wins there.
match architecture to your cost model. always. ✅
#AgentFrameworks #LLM #AIEngineering
AutoGen + Semantic Kernel are both getting a successor - and it's one unified framework 🧵
Microsoft Agent Framework is the official next-gen replacement, built by the same teams. not a fork, not a wrapper. a true merge.
#AIAgents #AgentFrameworks
most Western launches pick a lane - enterprise OR consumer.
Alibaba shipping both simultaneously tells you they're not testing the market - they're trying to define it.
watch this space closely. the agentic race just got a lot more global 👀 #AutonomousAI #LLM #AgentFrameworks
why this matters right now:
→ enterprises already have multi-vendor agent sprawl
→ rebuilding = months of delay
→ 'wrap + govern' = ship to prod without starting over
BYOA isn't a product - it's a production philosophy 🏗️
#AutonomousAI #AgentFrameworks
what 10K servers actually means: agents can now *discover* tools at runtime - no hardcoded names, no manual parsing, no brittle glue code.
Databricks saw 40% less agent maintenance time from this alone. that's the real ROI story. #AgentFrameworks #AIEngineering
hot take: AGENTS.md is the most quietly important standard in agentic AI right now - and barely anyone's talking about it.
60K open source projects. one markdown file. zero install. #AIAgents #AgentFrameworks
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