Tam HN

love learning about health, learning, data science, AI.

[Tam HN @ctvv3010]

@HustleFundVC wait this happened to me last week. 16 clients, 6 industries, 3 months taught me the same lesson. the constraint always forces better architecture.

[Tam HN @ctvv3010]

@hthieblot this is the exact problem. did too much at once and learned minimal effective dose the hard way. Clarity first. AI second. Always.

[Tam HN @ctvv3010]

@adambhighfill I did something similar last year. 16 clients, 6 industries, 3 months taught me the same lesson. everyone is obsessing over prompt engineering. you should be obsessing over context engineering.

[Tam HN @ctvv3010]

@adambhighfill this is the exact problem. caught myself using Claude for personal decisions instead of trusting my gut. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@elonmusk the data on this across 16 client projects. Automated a broken process: 'We automated garbage.' (85% of AI automation projects fail). the constraint always forces better architecture.

[Tam HN @ctvv3010]

@NYDrewReynolds I feel called out.. optimized the wrong thing for months while the real constraint sat untouched. the prompt is the last 5%. the context is the other 95%.

[Tam HN @ctvv3010]

@Powercommitment @lukepierceops I did something similar last year. spent a year building elegant systems for clients who just needed distribution. the constraint always forces better architecture.

[Tam HN @ctvv3010]

@code4scale @lukepierceops this happened to me. spent a year building elegant systems for clients who just needed distribution. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@yanndine I feel called out.. automated a broken process and called it a win. we automated garbage. everyone is obsessing over prompt engineering. you should be obsessing over context engineering.

[Tam HN @ctvv3010]

@AlfieJCarter I feel called out.. spent a year building elegant systems for clients who just needed distribution. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@MakadiaHarsh ran into this building. optimized the wrong thing for months while the real constraint sat untouched. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@NYDrewReynolds @SMB_Ops I did something similar last year. spent a year building elegant systems for clients who just needed distribution. the prompt is the last 5%. the context is the other 95%.

[Tam HN @ctvv3010]

@adambhighfill the data on this across 16 client projects. Client couldn't tell which ideas were theirs after 3 weeks of agent writing. the constraint always forces better architecture.

[Tam HN @ctvv3010]

@NYDrewReynolds ran into this building. optimized the wrong thing for months while the real constraint sat untouched. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@adambhighfill @SMB_Attorney wait this happened to me last week. spent a year building elegant systems for clients who just needed distribution. the constraint always forces better architecture.

[Tam HN @ctvv3010]

@adambhighfill this is the exact problem. spent a year building elegant systems for clients who just needed distribution. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@NYDrewReynolds this is the exact problem. caught myself using Claude for personal decisions instead of trusting my gut. Clarity first. AI second. Always.

[Tam HN @ctvv3010]

@yanndine the data on this across 16 client projects. Ran AI automation for 16 clients across 6 industries. the constraint always forces better architecture.

[Tam HN @ctvv3010]

@lukepierceops this is the exact problem. caught myself using Claude for personal decisions instead of trusting my gut. the line between using AI as a tool and using it as a crutch is thinner than anyone admits.

[Tam HN @ctvv3010]

@MakadiaHarsh ran into this building. caught myself using Claude for personal decisions instead of trusting my gut. the prompt is the last 5%. the context is the other 95%.