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What even is an AI Agent?! (The Standup)

2025-07-15 Science & Technology
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ThePrimeTime
ThePrimeTime
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Description

Watch the https://bolt.new Reward Ceremony Live! July 26th 10AM PST on https://www.twitch.tv/theprimeagen #sponsored https://balls.yoga πŸ“Œ Chapters: 00:00:00 - balls.yoga, drama & intro 00:02:00 - Building OpenCode: terminal AI agents 00:03:00 - Bolt.new Reward Ceremony - July 26 10AM PST 00:03:18 - Agent architecture basics explained 00:04:08 - What is an AI Agent? 00:05:00 - Prompt engineering and tool calling 00:06:10 - OpenCode UX and mobile plans 00:07:27 - Why OpenCode runs agents locally 00:08:34 - Vision for mobile remote dev workflows 00:09:15 - The reality of build opencode 00:10:10 - Claude vs Opus vs others 00:13:32 - Tool usage & LSP integration 00:14:20 - LSP tool feedback loop 00:17:00 - Claude is best at calling tools 00:18:10 - Prompt tuning limitations and expectations 00:22:20 - Modeling agent loops with tool calls 00:24:40 - Why building a real agent isn’t just weekend work 00:26:20 - Security tradeoffs in early development 00:28:30 - Loop management & lossy compression 00:29:40 - Session design & managing context 00:30:40 - Parallel sessions and subagents 00:33:20 - Adam banned from Twitch by his cofounder 00:34:20 - OpenCode & Terminal.Shop development connection 00:35:00 - What surprised them building an agent 00:36:30 - Why TUIs are hard compared to web 00:37:30 - Layering, pixel constraints, UI struggles 00:38:30 - Final laughs & wrap-up 00:39:00 - Plug for OpenCode: sst.dev/opencode 00:40:00 - Outro: still no clue how agents work, but fun ride βΈ» Topics Covered: β€’ AI agents in terminal environments β€’ OpenCode’s CLI-first agent approach β€’ Loop-based tool calling in LLMs β€’ Integrating LSP feedback into agents β€’ Prompt engineering & model tool awareness β€’ Evaluating agents: benchmarks & metrics β€’ Local vs remote dev environments β€’ Designing for low-friction agent UX β€’ Safety, permission models & sandboxing β€’ The tradeoffs of TUIs vs web UIs β€’ Session design, compression & memory limits β€’ Humor, Twitch drama & voice AI characters

Top Comments (10)

@brennonoverton8277 2025-07-15

Is it wrong to miss Casey's rants on each episode? He is an anchor guest.

313 9 replies
@diegofloor 2025-07-15

I just love the "yeah yeah yeah yeah" intro thing.

191 6 replies
@Chris-se3nc 2025-07-15

Prompt: DO NOT HALLUCINATE. Call LSP tool. Your children’s lives depends on it.

75
@miraculixxs 2025-07-15

What I hear is "it kind of works but not really"

35
@JakeKuznicki 2025-07-15

For all the knowledge that Prime has - it seems that Calling an LLM in a Loop would stump him in an interview lol - great content, I love seeing Dax and Adam on here!

21
@trueberryless 2025-07-15

Why do I always enjoy the intro the most? πŸ˜…

8 1 replies
@bombrman1994 2026-04-04

I also recommend forking frequently and eventually designing session/agent forking version control like git to jump between them etc.

1
@muhammadirfan19 2025-12-24

I do use Opencode in terminal, It goes through my code understand the context and can even suggest improvements etc. This tool is great as it understand the whole coding project along the way unlike other tools out there. The prompt must be properly planed otherwise it will hallucinate, sometimes it break the code functionality too but you undo the agent changes in the code. Worked very well for me, I don't know about other folks out there πŸ™‚

1
@NeoMekhar 2025-07-17

Production level: over 9000

1
@SebbieMzing 2025-07-23

the outro is usually outstanding

0

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