2/ Refactoring across multiple files. Renaming a function used in 40 places. Migrating an API. Applying a security fix everywhere at once. The kind of work everyone avoids because doing it manually is brutal. Codex makes it easy.
@aihighlight
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Reading unfamiliar code with AI assistance
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1/ Reading unfamiliar code. When engineers get pulled into a part of the codebase they have never touched, they point Codex at it first. For onboarding. For debugging. For incidents where you need to understand a system in minutes. This is the most common one in the report.
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Astrocade Lets Non-Developers Build Games With AI Tools
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Fei-Fei Li is on the founding team. That alone tells you that Astrocade is not a Roblox clone.
— AI Highlight (@AIHighlight) 5 mai 2026
With 5M monthly players, Astrocade is not "AI generated games." It is the first time non-developers had a tool to build the games they always wanted to play. https://t.co/YAqTfpI9LpFei-Fei Li is on the founding team. That alone tells you that Astrocade is not a Roblox clone. With 5M monthly players, Astrocade is not "AI generated games." It is the first time non-developers had a tool to build the games they always wanted to play.
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Using AI to Prepare Questions for Property Tax Appeal Hearing
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7/ The fourth prompt: prepare for the hearing If your appeal goes to a hearing, paste the county's response letter into AI and ask: "This is the county's response to my appeal. Identify every weakness in their argument. List the questions I should ask the appeals board. Tell me
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Using AI to Write a Property Tax Appeal Letter
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6/ The third prompt: write the appeal "Write a property tax appeal letter to [county] assessor's office. My address is [address]. The assessed value is [amount]. I am appealing on the grounds that the assessment is [percentage] higher than comparable sales in my neighborhood.
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Using AI to Pull Comparable Sales for Home Valuation
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5/ The second prompt: pull comparable sales Open Zillow or Redfin. Find 5 homes that sold in your neighborhood within the last 12 months that are similar to yours in size, age, and lot.
Paste the addresses, sale prices, square footage, and sale dates into AI. Type:
"My home is -
Common Property Record Errors AI Detects in County Assessments
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4/ The errors AI finds first The most common mistakes counties make: • Square footage 100 to 300 feet too high
• Wrong number of bedrooms or bathrooms
• Listed features the home does not have (pool, finished basement, garage)
• Wrong lot size
• Wrong property -
Using AI to Challenge Your Property Tax Assessment
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3/ The first prompt: pull the assessment Open your county assessor's website. Find your property record. It will list assessed value, market value, square footage, lot size, number of bedrooms, and any features the county has on file. Print it. Then open Claude or ChatGPT and
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AI Agent Interact Closes Deals Autonomously While Founders Sleep
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Founders logging into Interact at 9am to see it closed three deals while they slept https://t.co/brdSsh8Qpp pic.twitter.com/jbHUwmkKjr
— AI Highlight (@AIHighlight) 5 mai 2026Founders logging into Interact at 9am to see it closed three deals while they slept
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AI Boosts Researcher Productivity While Degrading Science Quality
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Breaking: UC Berkeley Haas just published research in Science showing AI is making researchers more productive. And making science worse. Researchers using AI publish 67.37% more papers. Receive 3.16 times more citations. Become team leaders 4 years earlier than non-adopters.