E nā mea kākau inoa, I kēia lā, makemake wau e kamaʻilio e pili ana i ke kumu e pono ai e hana hou ʻia nā huahana he nui e hoʻohana mua ʻia e nā mea hana AI, ʻo ke kanaka ka lua. ʻAʻole kēia he pou maʻalahi naʻu e kākau no ka mea: Ua hala au ma kahi o hoʻokahi ʻumi makahiki e nānā ana i ke kūkulu ʻana i nā mea hoʻohana maikaʻi. Akā, ʻo ka "mea hoʻohana" ma UX ke lilo wikiwiki nei i ʻelele. E wehewehe au ma ka uhi ʻana: No ke aha e kūkulu ai no nā ʻelele mua i nā API, nā mākau, a me nā MCP: He 5 mau ʻanuʻu mua e kūkulu ai no nā ʻelele AI no ke aha he mea nui ka hoʻoholo a me ka nānā ʻana o ke kanaka He aha kāu e hana ai i kēia pule Ua haʻaheo wau i ka hui pū ʻana me Granola ʻO kāu mau hālāwai aia kekahi o ka pōʻaiapili waiwai loa i kāu hui, a ʻo Granola's MCP e ʻae i kekahi mea AI e komo iā ia. E hoʻopili wale i ka MCP iā Claude, ChatGPT, a i ʻole Claude Code a loaʻa kāu kamaʻilio ʻana ma nā wahi āu e hana nei. E hoʻohana iā ia e scaffold i nā hiʻohiʻona mai ka mea i ʻae ʻia i loko o kahi hālāwai, hana i nā tiketi mai nā standups, a i ʻole ke kākau ʻana i nā noi huahana mai nā kelepona ʻike mea kūʻai aku. nā mea hou. E ʻōlelo wau i nā mea penei: "E hoʻokomo i kaʻu kālā Mercury i kāu leka uila o kēlā me kēia mahina." "E papa inoa i kaʻu mau tiketi Linear i kāu pōkole kakahiaka." Ke hānai nei ka poʻe iā AI a nīnau i nā nīnau. ʻO kāu 30-ʻaoʻao slide deck? Ke heluhelu nei ka poʻe i ka hōʻuluʻulu AI. ʻO kāu UX nani? E hoʻokuʻu ʻia e kahi ʻelele a launa pū me kāu API. ʻO Peter Steinberger (OpenClaw ka mea nāna i hoʻokumu) he kumu hoʻohālike maikaʻi o ka manaʻo mua. Ua nānā kekahi poʻe AI influencers i kāna mōʻaukala GitHub a ʻōlelo ʻo ia ua kūkulu ʻo ia ma luna o 40 mau papahana i hāʻule ʻole ma mua o ka lanakila ʻana me OpenClaw:Wrong. Ke kūkulu nei ʻo ia i nā mea hana laina kauoha mua 40 e hiki ai iā OpenClaw. Ua manaʻoʻiʻo ʻo Peter e kūkulu mua i nā ʻelele ma mua o ka poʻe ʻē aʻe - a ʻo kēlā manaʻoʻiʻo ke kumu nui i wehe ai ʻo OpenClaw. ʻO nā huahana maikaʻi loa e neʻe nei i mua, ʻo ia ka mea maʻalahi no nā ʻelele e hoʻohana. Nā API, nā mākau, a me nā MCP: Pehea lākou e hui pū ai Ma mua o ko mākou kūkākūkā ʻana pehea e hoʻomaikaʻi ai i kāu mea kūʻai huahana, e uhi mākou i ka ʻokoʻa ma waena o nā API, nā mākau, a me nā MCP. E noʻonoʻo i nā API, nā mākau, a me nā MCP e like me nā ʻāpana o ka lumi kuke ʻoihana. ʻO nā API nā mea hana kīhini - nā kiko kikoʻī e hiki ai i nā ʻelele ke launa pū me kāu huahana. ʻO Slack's API, no ka laʻana, hiki iā ʻoe ke hoʻouna i nā memo, papa inoa i nā kahawai, a hoʻokele i nā mea hoʻohana. Me ka loaʻa ʻole o nā API, ʻaʻohe mea e hana pū ai nā ʻelele. ʻO nā mākau ka ʻike - nā faila kikokikona i hoʻouka ʻia i loko o ka pōʻaiapili o AI e haʻi pololei iā ia i ka mea e hana ai a pehea. No ka laʻana: "Ke noi ka mea hoʻohana e hoʻouna ma Slack, e kāhea i ka Slack API's "chat.postMessage" hope me ke kahawai a me nā kikokikona memo." ʻO nā MCP ka lumi kuke piha - hoʻopili lākou i ka pilina API, ka hōʻoia ʻana, a me ka wehewehe ʻana i nā mea hana i loko o kahi kikowaena hoʻokahi. ʻO Slack's MCP server, no ka laʻana, hōʻike i nā mea hana e like me "send_message (channel, text)" a me "list_channels ()" no laila ʻike pono ka AI i ka mea hiki ke kāhea a pehea. Eia pehea e noʻonoʻo ai e pili ana i nā mākau vs. Mālama nā mākau i kāu puka aniani pōʻaiapili no ka mea he ʻōlelo kuhikuhi kikokikona wale nō. Akā, ʻo ʻoe (a i ʻole kāu ʻāpana coding AI) pono ʻoe e kākau i ka manaʻo a me ka API kāhea ʻana iā ʻoe iho. Hāʻawi kahi kikowaena MCP i kūkulu mua ʻia i kāu mau mea hana AI mākaukau e hoʻohana a mālama i ka hōʻoia ma hope o nā hiʻohiʻona. Akā ʻo ka hoʻohui ʻana i nā kikowaena MCP he nui hiki ke puhi i kāu puka aniani. Hāʻawi kahi MCP i kāu ʻelele i ke komo ʻana i nā mea hana o kahi lawelawe. Aʻo ke akamai i ke ala maikaʻi loa e hoʻohana ai i kēlā mau mea paahana no kāu mau kahe hana kikoʻī. ʻO nā MCP ka mea hiki i kāu AI ke hana. ʻO nā mākau pehea e hana ai. 5 mau ʻanuʻu e kūkulu ai no nā ʻelele AI mua ʻAʻole pili ka Rule i nā pūnaewele kaiapili a me Netflix :) Ua makemake au e wehewehe mua i nā API, nā mākau, a me nā MCP no ka mea he nui nā hui e manaʻo nei he "agent-first" ke ʻano o ke kūkulu ʻana i kahi MCPserver a kāhea iā ia i kahi lā. Akā ʻo ka MCP ka hana hope loa. Eia nā ʻanuʻu 5 i mea nui maoli, ma ke ʻano o ka mea nui: Mai koi i nā poʻe e hoʻohana i kāu pūnaewele a i ʻole kāu polokalamu. ʻO kēia ka hoʻololi noʻonoʻo pono e hele mua. Ke neʻe nei mākou i kahi honua kahi e launa pū ai ka poʻe me kāu huahana ma o ChatGPT, Claude, a i ʻole kekahi mea hana AI. Inā hana wale kāu huahana i ka wā e kipa aku ai ke kanaka i kāu pūnaewele a i ʻole ka polokalamu, aia ʻoe ma hope. Pono kēlā me kēia huahana huahana i kahi API pili. E koho i kekahi hana nui i kāu huahana. Inā ʻaʻole hiki i kahi ʻelele ke hana i ka hana like ma o kahi API, a laila ʻaʻole ʻoe he ʻelele-mua. Pīhoihoi au i ka nui o nā huahana i loaʻa nā UI nani e noho ana ma luna o nā API i hoʻopiha ʻole ʻia a i ʻole palapala ʻole. Heluhelu hou aku
No ke aha e pono ai ʻoe e kūkulu i kāu huahana no AI Agents mua
By Creator Economy
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