CPO | Product Advisor | Hustle Badger co-founder
LinkedIn: https://www.linkedin.com/in/edbiden
They’re just well-scoped, repeatable workflows.
But together, they meaningfully change how much you can ship.
Full recording here: youtu.be/HlFFxTuLlxo?...
#vibecoding #ai #product
9/9
They’re just well-scoped, repeatable workflows.
But together, they meaningfully change how much you can ship.
Full recording here: youtu.be/HlFFxTuLlxo?...
#vibecoding #ai #product
9/9
• Save examples of “good” and “bad” outputs
• Save corresponding inputs as test cases
• Update your prompts using those examples
Your goal isn’t perfection.
Your goal is: Is this 𝗴𝗼𝗼𝗱 𝗲𝗻𝗼𝘂𝗴𝗵, as well as faster / cheaper than doing it manually?
8/9
• Save examples of “good” and “bad” outputs
• Save corresponding inputs as test cases
• Update your prompts using those examples
Your goal isn’t perfection.
Your goal is: Is this 𝗴𝗼𝗼𝗱 𝗲𝗻𝗼𝘂𝗴𝗵, as well as faster / cheaper than doing it manually?
8/9
𝗦𝘁𝗮𝗿𝘁 𝗼𝗻 𝗽𝘂𝗯𝗹𝗶𝗰 𝗱𝗮𝘁𝗮
Get agents work on social, web, or static docs before connecting them to internal data sources and tools.
𝗨𝘀𝗲 𝗵𝘂𝗺𝗮𝗻‑𝗶𝗻‑𝘁𝗵𝗲‑𝗹𝗼𝗼𝗽 𝗳𝗼𝗿 𝗵𝗶𝗴𝗵‑𝘀𝘁𝗮𝗸𝗲𝘀 𝗮𝗰𝘁𝗶𝗼𝗻𝘀
Build in a step where you approve or edit before anything is sent.
7/9
𝗦𝘁𝗮𝗿𝘁 𝗼𝗻 𝗽𝘂𝗯𝗹𝗶𝗰 𝗱𝗮𝘁𝗮
Get agents work on social, web, or static docs before connecting them to internal data sources and tools.
𝗨𝘀𝗲 𝗵𝘂𝗺𝗮𝗻‑𝗶𝗻‑𝘁𝗵𝗲‑𝗹𝗼𝗼𝗽 𝗳𝗼𝗿 𝗵𝗶𝗴𝗵‑𝘀𝘁𝗮𝗸𝗲𝘀 𝗮𝗰𝘁𝗶𝗼𝗻𝘀
Build in a step where you approve or edit before anything is sent.
7/9
𝗪𝗵𝗮𝘁: the goal of your agent
𝗪𝗵𝗲𝗻: the trigger for your agent
𝗛𝗼𝘄: the steps that follow the trigger
𝗕𝗨𝗜𝗟𝗗𝗜𝗡𝗚 𝗧𝗥𝗨𝗦𝗧
Lack of trust in your agents is the biggest blocker.
Both to investing the time in building your agent team yourself, and internal adoption.
6/9
𝗪𝗵𝗮𝘁: the goal of your agent
𝗪𝗵𝗲𝗻: the trigger for your agent
𝗛𝗼𝘄: the steps that follow the trigger
𝗕𝗨𝗜𝗟𝗗𝗜𝗡𝗚 𝗧𝗥𝗨𝗦𝗧
Lack of trust in your agents is the biggest blocker.
Both to investing the time in building your agent team yourself, and internal adoption.
6/9
• 𝘞𝘩𝘢𝘵: Repurpose my best content
• 𝘞𝘩𝘦𝘯: Every week
• 𝘏𝘰𝘸: Find top-performing posts from ~6 months ago that can be reposted
Each responsibility written this way maps almost 1:1 to a workflow in Relay / Zapier / n8n / etc.
5/9
• 𝘞𝘩𝘢𝘵: Repurpose my best content
• 𝘞𝘩𝘦𝘯: Every week
• 𝘏𝘰𝘸: Find top-performing posts from ~6 months ago that can be reposted
Each responsibility written this way maps almost 1:1 to a workflow in Relay / Zapier / n8n / etc.
5/9
• 𝘏𝘰𝘸: Email attendees who haven't confirmed, nudge organiser for agenda
𝗖𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗮𝗻𝗮𝗹𝘆𝘀𝘁
• 𝘞𝘩𝘢𝘵: Track competitor activity
• 𝘞𝘩𝘦𝘯: When competitor posts a new video, LinkedIn post or blog article
• 𝘏𝘰𝘸: Summarise content, tag themes, post in Slack
4/9
• 𝘏𝘰𝘸: Email attendees who haven't confirmed, nudge organiser for agenda
𝗖𝗼𝗺𝗽𝗲𝘁𝗶𝘁𝗶𝘃𝗲 𝗮𝗻𝗮𝗹𝘆𝘀𝘁
• 𝘞𝘩𝘢𝘵: Track competitor activity
• 𝘞𝘩𝘦𝘯: When competitor posts a new video, LinkedIn post or blog article
• 𝘏𝘰𝘸: Summarise content, tag themes, post in Slack
4/9
𝗪𝗥𝗜𝗧𝗘 𝗝𝗢𝗕 𝗗𝗘𝗦𝗖𝗥𝗜𝗣𝗧𝗜𝗢𝗡𝗦
For each agent, write 3–4 responsibilities in this format:
𝗪𝗵𝗮𝘁 do you want it to do?
𝗪𝗵𝗲𝗻 should it wake up?
𝗛𝗼𝘄 should it do the work?
Examples:
𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝘃𝗲 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁
• 𝘞𝘩𝘢𝘵: Make sure meetings run effectively
3/9
𝗪𝗥𝗜𝗧𝗘 𝗝𝗢𝗕 𝗗𝗘𝗦𝗖𝗥𝗜𝗣𝗧𝗜𝗢𝗡𝗦
For each agent, write 3–4 responsibilities in this format:
𝗪𝗵𝗮𝘁 do you want it to do?
𝗪𝗵𝗲𝗻 should it wake up?
𝗛𝗼𝘄 should it do the work?
Examples:
𝗘𝘅𝗲𝗰𝘂𝘁𝗶𝘃𝗲 𝗮𝘀𝘀𝗶𝘀𝘁𝗮𝗻𝘁
• 𝘞𝘩𝘢𝘵: Make sure meetings run effectively
3/9
• High volume
• Boring for humans, but valuable for the business
• You can clearly describe what “good” looks like
Then literally sketch an org chart:
• Executive Assistant
• Support Triage
• Competitive Analyst
• Social Media Marketer
• Data Analyst
• User Researcher
2/9
• High volume
• Boring for humans, but valuable for the business
• You can clearly describe what “good” looks like
Then literally sketch an org chart:
• Executive Assistant
• Support Triage
• Competitive Analyst
• Social Media Marketer
• Data Analyst
• User Researcher
2/9
What would you add?
🧵14/14 #product #productmanagement
What would you add?
🧵14/14 #product #productmanagement
🧵13/14
🧵13/14
✅ 𝗥𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 - Lightweight reporting allows regular snapshot overview of entire org
🧵12/14
✅ 𝗥𝗲𝗽𝗼𝗿𝘁𝗶𝗻𝗴 - Lightweight reporting allows regular snapshot overview of entire org
🧵12/14
🧵11/14
🧵11/14
𝗢𝗥𝗚
✅ 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 - Again, smallest possible group with each major function represented
🧵10/14
𝗢𝗥𝗚
✅ 𝗟𝗲𝗮𝗱𝗲𝗿𝘀𝗵𝗶𝗽 - Again, smallest possible group with each major function represented
🧵10/14
🧵9/14
🧵9/14
✅ 𝗡𝘂𝗺𝗯𝗲𝗿 𝗼𝗳 𝗿𝗲𝗽𝗼𝗿𝘁𝘀 – typical 4-6 direct reports for leaders to be effective
🧵8/14
✅ 𝗡𝘂𝗺𝗯𝗲𝗿 𝗼𝗳 𝗿𝗲𝗽𝗼𝗿𝘁𝘀 – typical 4-6 direct reports for leaders to be effective
🧵8/14
✅ 𝗖𝗼𝗻𝘄𝗮𝘆’𝘀 𝗟𝗮𝘄 – organisations design systems that mirror their own structure. So your technical architecture will inevitably mirror your tribe structure.
🧵7/14
✅ 𝗖𝗼𝗻𝘄𝗮𝘆’𝘀 𝗟𝗮𝘄 – organisations design systems that mirror their own structure. So your technical architecture will inevitably mirror your tribe structure.
🧵7/14
🧵6/14
🧵6/14
🧵5/14
🧵5/14
✅ 𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 – can change necessary parts of code base without dependencies on other teams.
🧵4/14
✅ 𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 – can change necessary parts of code base without dependencies on other teams.
🧵4/14
✅ 𝗖𝗮𝗽𝗮𝗰𝗶𝘁𝘆 - enough engineers to make headway, but few enough to keep communication overheads to a minimum.
🧵3/14
✅ 𝗖𝗮𝗽𝗮𝗰𝗶𝘁𝘆 - enough engineers to make headway, but few enough to keep communication overheads to a minimum.
🧵3/14
🧵2/14
🧵2/14
CS and moderation don’t see him as serving their teams. He is one of them.
He knows their processes inside out.
His product sense for fixing their problems is off the charts.
They have nothing but praise.
🧵11/11
CS and moderation don’t see him as serving their teams. He is one of them.
He knows their processes inside out.
His product sense for fixing their problems is off the charts.
They have nothing but praise.
🧵11/11