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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MEVHunter
· 12-27 03:55
ngl agents framework is basically the new mempool—whoever reads the signals first wins the arbitrage. MCP/LSP? that's just fancy permission layering for the toxic flow. anyone sleeping on this stack is basically asking to get sandwiched by the next wave of builders. real ones already mapping the exploit vectors.
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RegenRestorer
· 12-27 03:54
Mastering the new ecosystem is really unavoidable; if you don't learn, you'll be left behind.
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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.
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OnchainArchaeologist
· 12-27 03:47
Falling behind indeed, these terms come at you so fast that I can't keep up.
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.
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.