I’m significantly older than you. I started coding in the late 60s. My current strategy is to not read any of the code written by my agents. That’s the only way I can take advantage of their productivity. What I do instead is to surround the agents with extreme constraints. Unit tests, gherkin tests, QA procedures, quality metrics, mutation testing, test coverage, and a plethora of others. In the end, I have very high confidence in the code they produce because they’ve had to run the gauntlet of all of my constraints and tests.
claude fable 5 can scrape thousands of sold homes and finds the patios with zero shade in 100°+ heat. then it mails the owner a postcard with the fix rendered into their own backyard
here's the system you can sell to contractors:
- scrapes every home sold in the metro in the last 12 months (recent buyers spend the most)
- vision-reads the listing photos, skips the 64% with cover already
- measures the sun on each patio, hour by hour, off google's satellite data
- renders a louvered pergola into the owner's actual backyard photo
- prints the diagnosis on the postcard: "your patio takes 11 hours of direct sun a day. saturday it hits 97°."
- QR opens a heat report for their exact address with a booking link
every install is $6.5k to $18k, one close covers months of retainers and homes sell every single day.
reply "SYSTEM" + RT and i'll send you a free guide so you can build this too (must be following so i can DM you)
@ZixuanLi_ Missing creating threads via conversation and also gets confused dispatching subagents (e.g given read permissions to subagent that should be able to write)
@liu8in@claudeai@HyperFrames_ Yes please opensource the video and prompts! I like the concept of hyperframes but it has been impossible to get that level of fidelity to the components compared to remotion which is just sharing the react source code with the agent.