ADAC 1001

11/12/2025

💡 𝗔𝗜 𝗣𝗿𝗼 𝗧𝗶𝗽 — 𝗛𝗼𝘄 𝘁𝗼 𝗕𝗿𝗲𝗮𝗸 𝗜𝗻𝗳𝗶𝗻𝗶𝘁𝗲 𝗔𝗜 𝗖𝗼𝗱𝗶𝗻𝗴 𝗟𝗼𝗼𝗽𝘀

Ever ask AI to implement a spec — and it keeps failing, going in circles, confidently claiming it's done when the code is still broken? 🤯

You point out the error. It apologizes. "Fixes" it. Claims success again. Still broken. Repeat forever.

This endless loop of 𝗳𝗮𝗹𝘀𝗲 𝗰𝗼𝗻𝗳𝗶𝗱𝗲𝗻𝗰𝗲 wastes hours and tests your sanity.

𝗛𝗲𝗿𝗲'𝘀 𝘁𝗵𝗲 𝗳𝗶𝘅:

Tell AI to "𝗪𝗿𝗶𝘁𝗲 𝘁𝗵𝗲 𝘁𝗲𝘀𝘁 𝗳𝗶𝗿𝘀𝘁 — 𝗮𝗻𝗱 𝗱𝗼𝗻'𝘁 𝘁𝗲𝗹𝗹 𝗺𝗲 𝘆𝗼𝘂'𝗿𝗲 𝗱𝗼𝗻𝗲 𝘂𝗻𝘁𝗶𝗹 𝘆𝗼𝘂𝗿 𝗰𝗼𝗱𝗲 𝗽𝗮𝘀𝘀𝗲𝘀 𝘁𝗵𝗲 𝘁𝗲𝘀𝘁."

This forces the AI into a 𝘀𝗲𝗹𝗳-𝘃𝗲𝗿𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗹𝗼𝗼𝗽 where:

✅ It can't hallucinate success (tests don't lie)
✅ It must prove correctness objectively
✅ It keeps iterating until it actually works
✅ You break free from the circular failure pattern

𝗪𝗵𝘆 𝘁𝗵𝗶𝘀 𝘄𝗼𝗿𝗸𝘀:

Without tests, AI relies on its own judgment of "done" — which can be wildly overconfident. With tests, there's an 𝗼𝗯𝗷𝗲𝗰𝘁𝗶𝘃𝗲 𝗿𝗲𝗮𝗹𝗶𝘁𝘆 𝗰𝗵𝗲𝗰𝗸 that grounds the output.

Think of it as: 𝗡𝗼 𝗴𝗿𝗲𝗲𝗻 𝘁𝗲𝘀𝘁𝘀 = 𝗻𝗼𝘁 𝗱𝗼𝗻𝗲. 𝗞𝗲𝗲𝗽 𝘁𝗿𝘆𝗶𝗻𝗴.

This simple technique can save you hours of frustration when working with AI coding agents.

Do you have a story about getting stuck in an AI coding loop? Share it in the comments below!

04/28/2025

𝗠𝗩𝗣 𝗶𝗻 𝟵𝟬 𝗱𝗮𝘆𝘀? 𝗡𝗼 𝗽𝗿𝗼𝗯𝗹𝗲𝗺! 😎

ADAC 1001 has 𝗱𝗲𝗰𝗮𝗱𝗲𝘀 of experience delivering 𝗯𝗶𝗴 𝘄𝗶𝗻𝘀 for 𝗮𝗹𝗹 𝘁𝘆𝗽𝗲𝘀 of clients. 🏆

Reach out to [email protected] to explore 𝘄𝗵𝗮𝘁'𝘀 𝗽𝗼𝘀𝘀𝗶𝗯𝗹𝗲. 🚀

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04/09/2025

💡 𝗔𝗜 𝗣𝗿𝗼 𝗧𝗶𝗽

Ever ask AI to fix 𝗼𝗻𝗲 𝘁𝗵𝗶𝗻𝗴 — and it “helpfully” rewrites 𝗵𝗮𝗹𝗳 𝘆𝗼𝘂𝗿 𝗳𝗶𝗹𝗲? 😮

This behavior is sometimes referred to as 𝗼𝘃𝗲𝗿𝗰𝗼𝗺𝗽𝗹𝗲𝘁𝗶𝗼𝗻 —AI tries to be overly helpful by expanding or editing related content — even when you didn’t ask it to.

𝗛𝗲𝗿𝗲’𝘀 𝘁𝗵𝗲 𝗳𝗶𝘅:

Add 𝘄𝗶𝘁𝗵𝗼𝘂𝘁 𝘀𝗶𝗱𝗲 𝗲𝗳𝗳𝗲𝗰𝘁𝘀 𝘁𝗼 𝗼𝘁𝗵𝗲𝗿 𝗮𝗿𝗲𝗮𝘀 to your prompt. This tells AI to stay in its lane— no surprise changes, no wandering edits.

Do you have a funny story about AI overcompletion? Share it in the comments below!

04/02/2025

🚀 𝗔𝘁𝘁𝗿𝗮𝗰𝘁 𝗠𝗼𝗿𝗲 𝗖𝘂𝘀𝘁𝗼𝗺𝗲𝗿𝘀
🚀 𝗜𝗻𝗰𝗿𝗲𝗮𝘀𝗲 𝗖𝗼𝗻𝘃𝗲𝗿𝘀𝗶𝗼𝗻𝘀
🚀 𝗕𝘂𝗶𝗹𝗱 𝗕𝗿𝗮𝗻𝗱 𝗧𝗿𝘂𝘀𝘁

𝗨𝗫 𝗶𝘀 𝗸𝗲𝘆 🔑

𝗨𝗻𝗹𝗼𝗰𝗸 𝘁𝗵𝗲 𝗳𝘂𝗹𝗹 𝗽𝗼𝘁𝗲𝗻𝘁𝗶𝗮𝗹 𝗼𝗳 𝘆𝗼𝘂𝗿 𝘄𝗲𝗯𝘀𝗶𝘁𝗲 𝘄𝗶𝘁𝗵 𝗮 𝗙𝗥𝗘𝗘 𝗨𝗫 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗥𝗲𝗽𝗼𝗿𝘁:

✅ Measures perceived speed and polish
✅ Recognizes real user flow and interaction feel
✅ Focuses on emotional impression and visual readiness

👉 𝗚𝗲𝘁 𝗦𝘁𝗮𝗿𝘁𝗲𝗱 𝗛𝗲𝗿𝗲: https://docs.google.com/forms/d/e/1FAIpQLSdvf2e4Gc-sSerV1Iz_cCyqaY4pSbN0-ijtPI_F2wMoKcVmkQ/viewform

Fill out the short form below to get started!

03/10/2025

🎯 𝗪𝗵𝗮𝘁'𝘀 𝗬𝗼𝘂𝗿 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗦𝗰𝗼𝗿𝗲?

Many React websites 𝘀𝘁𝗿𝘂𝗴𝗴𝗹𝗲 𝘄𝗶𝘁𝗵 𝘀𝗹𝗼𝘄 𝗿𝗲𝗻𝗱𝗲𝗿𝘀, 𝗰𝗼𝘀𝘁𝗹𝘆 𝗿𝗲-𝗿𝗲𝗻𝗱𝗲𝗿𝘀, 𝗮𝗻𝗱 𝗺𝗲𝗺𝗼𝗿𝘆 𝗹𝗲𝗮𝗸𝘀 — hurting user experience & scalability.

🚀 𝗚𝗲𝘁 𝗮 𝗙𝗥𝗘𝗘 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗦𝗰𝗼𝗿𝗲 & 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗥𝗲𝗽𝗼𝗿𝘁 to uncover:

✅ Slow renders & bottlenecks
✅ Costly re-renders & memory leaks
✅ Optimization opportunities

💡 𝗡𝗼 𝗴𝘂𝗲𝘀𝘀𝘄𝗼𝗿𝗸 — 𝗷𝘂𝘀𝘁 𝗰𝗹𝗲𝗮𝗿, 𝗮𝗰𝘁𝗶𝗼𝗻𝗮𝗯𝗹𝗲 𝗶𝗻𝘀𝗶𝗴𝗵𝘁𝘀.

📊 𝗖𝗹𝗮𝗶𝗺 𝘆𝗼𝘂𝗿 𝗙𝗥𝗘𝗘 𝗣𝗲𝗿𝗳𝗼𝗿𝗺𝗮𝗻𝗰𝗲 𝗦𝗰𝗼𝗿𝗲 & 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗥𝗲𝗽𝗼𝗿𝘁 𝘁𝗼𝗱𝗮𝘆!
🔗 https://lnkd.in/gWuvBBE5

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02/19/2024

The latest updates for ADAC 1001 are posted on LinkedIn

07/24/2023