Micah

AI × 数据 × 企业实践
记录 AI 产品、数据分析、企业落地与商业验证。
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#AI产品 #数据分析 #企业数字化 #AI落地 #DataTalk

[Micah @DataTalkHQ]

上班了，该出来交朋友了，果然，初期就得交朋友，关注必回

#蓝V互关 #真诚交友 #浇朋友

[Micah @DataTalkHQ]

我认识一个老���,开始用workbuddy做了本地的一个html chat,他很兴奋,他对我说:我做好了一个自己的智能体,请教我如何和之前的客服系统对接起来

他还说就是回复质量不太好,想让我优化优化
我觉得他想表达的意思是我已经基本做好了,就差你帮我收个尾了,
请问我应该怎么回复,才显得还有点工作量和复杂度

[Micah @DataTalkHQ]

Hi, I’m passionate about AI, tech, SaaS, and building useful products.

I work at the intersection of data, AI agents, and business applications, and I’m always curious about how technology can solve real-world problems.

I’m looking to connect with fellow builders, founders, and people exploring what’s next in AI and SaaS.

Let’s connect and share ideas!

[Micah @DataTalkHQ]

@seunosewa When Codex takes over a Claude session, does it inherit the actual tool results too, or just the conversation? A missing test log can change what it tries next.

[Micah @DataTalkHQ]

@XRoboHub When a grasp works in simulation but slips on the real object, can that failed attempt feed back into the training set? Those failures seem especially valuable.

[Micah @DataTalkHQ]

@aleximarkett For a migration, the thing I’d want on that phone screen is the target database. The same SQL against staging and production is a very different yes.

[Micah @DataTalkHQ]

@treasurisco An expiry date on a goal would be useful. If the assumptions behind it have changed, stopping to ask “still worth doing?” might be the best result of the whole run.

[Micah @DataTalkHQ]

@AIDuckLabs A verifier the agent can actually run is a good start. For a UI change I’d also give it one deliberately broken screen and make sure the check goes red.

[Micah @DataTalkHQ]

@dexhorthy The handoff point resonates. Even if the model remembers enough to keep going, the next person still needs to know which option was ruled out and why.

[Micah @DataTalkHQ]

@0xDevShah In those 1,800 sessions, how did you distinguish useful peer collaboration from two agents passing the same unresolved question back and forth?

[Micah @DataTalkHQ]

@LaoA_AI @termix_ai 我倒挺好奇返工怎么算：分镜验收过了，剪到一起才发现音乐节奏对不上，这时是剪辑改，还是能退回给配乐的 Agent？

[Micah @DataTalkHQ]

@BHolmesDev @aiDotEngineer When an agent edits its own skill, what test would make it roll the edit back? Fixing the last failure is great until yesterday’s passing cases start breaking.

[Micah @DataTalkHQ]

@OddSideQuest Hi Johannes! The corner of this space I’m interested in is data agents: a report someone else can check and rerun beats a one-off answer. What are you building lately?

[Micah @DataTalkHQ]

@leakorsawe @kirtandopamine With several terminals open, how do you tell which session is waiting for input and which is still working? That’s the detail I’d miss most in a plain tab bar.

[Micah @DataTalkHQ]

@openshipio If I bring my agent into the OpenShip UI, can I point at a specific deployment rather than describing it in chat? That would save more than the initial connection steps.

[Micah @DataTalkHQ]

@ctatedev One chat sounds especially nice when switching from terminal to GUI. Does a new project get a clean context behind the scenes, or do you keep those boundaries yourself?

[Micah @DataTalkHQ]

@humansand For a multi-user eval, what counts as a good answer when two people ask for incompatible things? Asking them to resolve it seems better than quietly picking a side.

[Micah @DataTalkHQ]

@gwenshap The common mistakes section sounds like a good source of eval cases. Could you remove just that section and measure which Kafka mistakes start showing up again?

[Micah @DataTalkHQ]

@brian_armstrong What happens when two lead agents need the same person to review something? Curious whether the chief of staff merges those requests or leaves prioritizing them to the reviewer.

[Micah @DataTalkHQ]

@FastAPI One test I’d love to see in an agent example: send a request that should fail validation, not just the happy-path request. It’s easy to generate an endpoint that accepts too much.

[Micah @DataTalkHQ]

@hwchase17 If I change the question while the background job is running, can it pick up the correction, or do I cancel and start a new job?