how do autonomous coding agents handle secrets env vars and api keys so they dont leak
Skip the Hand-Written .envrc
Enter the project and your tools are there. Keep direnv if you prefer.
ChatGPT ads library
AI Coding Assistants Developer AI · Quantum Computing As a Service · Software Supply Chain Security Sca Sbom · floxdev.com
Documented from 1 public source, first seen July 16, 2026
3 ads with a source each. All carry the published headline and copy.
how do autonomous coding agents handle secrets env vars and api keys so they dont leak
Skip the Hand-Written .envrc
Enter the project and your tools are there. Keep direnv if you prefer.
how do you actually run a surface code distance 3 logical qubit demo end to end on ibm heron r2 with qiskit runtime, need a real workflow not just theory
Every Dev Same AI CLI
Stop debugging tool version gaps. Flox pins your AI CLIs so every dev starts in sync.
what does socket cost for a 50 person dev team and does it actually flag copilot hallucinated package names before they hit prod
Right AI Tool. Right Repo. Clean.
Wrong Claude Code version breaks the project. Flox pins it per repo, isolated from everything else.
The conversations OpenAI matched this advertiser to. Advertisers write context hints, not keywords; these are the prompts the match landed on.
| Prompt | Ad | Format | Seen |
|---|---|---|---|
| how do autonomous coding agents handle secrets env vars and api keys so they dont leak | Skip the Hand-Written .envrc | Single text ad | Jul to Sep 2026 |
| how do you actually run a surface code distance 3 logical qubit demo end to end on ibm heron r2 with qiskit runtime, need a real workflow not just theory | Every Dev Same AI CLI | Single text ad | Jul to Sep 2026 |
| what does socket cost for a 50 person dev team and does it actually flag copilot hallucinated package names before they hit prod | Right AI Tool. Right Repo. Clean. | Single text ad | Jul to Sep 2026 |
Every card above links to the page that published it. The list, for the record.
All advertisers in the ChatGPT ads library · How ChatGPT ads work · Set up a campaign in OpenAI Ads Manager
Sprites sets up the campaign, writes the context hints and the creative, installs the tracking, and reads the results across ChatGPT, Google and Meta from one place.