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2025 is entering the countdown, and developers' tech stacks are quietly undergoing a major transformation. If you haven't heard of concepts like Agents, subagents, MCP, LSP, you might already be falling behind in the community. These insights come from industry veterans—tech leaders who have held core AI roles at top tech companies.
From prompts, contexts, memory, modes to permissions, tools, plugins, skills, hooks—then to workflows, IDE integrations, and slash commands—this comprehensive technical ecosystem is becoming standard for developers. The underlying logic is clear: the era of AI agents has arrived. From single-point tools to ecosystem collaboration systems, development paradigms are being completely reshaped. Whether you're a Web3 developer or an AI engineer, this terminology has upgraded from "just understanding" to "must-know and master." Those who can quickly grasp this new ecosystem will gain the advantage in seizing the next wave of technological innovation.
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Another set of new terminology... When will developers finally settle down?
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Era of intelligent agents? I'm still figuring out how to prompt, and now I need to understand the entire ecosystem?
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Hurry up and get on board, it feels like this time is really a paradigm shift
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Sounds scary, but ultimately it's just tool iteration. Don't be led astray by marketing
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Subagents haven't even been figured out yet, and slash commands are coming again...
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If this set of tools can truly unify the development paradigm, it would be amazing, but it feels like just hype
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By next year, all these will be outdated haha
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Web3 has been using agents for a long time, and now it's just coming into the public eye
Falling behind is okay, I can't make money from losing trades anyway.
This ecosystem feels like I have to relearn it every six months, it's exhausting.
Web3 has been using agents for a long time, but most projects are still just bragging.
Those who truly make money never mention these, they just quietly get rich.
The terminology library upgrade "Must Know and Must Master" sounds like a prelude to cutting leeks.
Whoever believes will lose money. I still stick to my old methods.
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MCP came a bit suddenly, but the trend is clear.
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It's always about being essential and taking the initiative. I'm tired of hearing that.
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Honestly, the agents ecosystem is expanding rapidly, but the Web3 side is a bit slow to respond.
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A bunch of terminologies are flooding in; it feels even harder to understand than code.
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It's not just falling behind; it's like falling into a deep ditch.
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From IDE integrations to workflows, once the complete system is built, there's no turning back.
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2025 is truly a watershed year; delaying by half a year might mean ending up in the second tier.
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It looks simple, but you actually need to thoroughly understand the entire ecosystem logic.
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I'm still exploring subagents; it feels like the documentation isn't clear enough.
MCP, LSP—this feels like a new learning curve again.
Really? Do I have to learn the toolchain all over again? I just want to ask if anyone is actually using this set of tools.
It feels like every year there's talk of a major change in the tech stack. Which one is really the wave?
Wait, regarding Agents, does Web3 have any new gameplay?
Ecosystem collaboration sounds good, but how do you actually use it?
Another wave of technical competition is coming, I really can't keep up anymore.