In the hive, one bee alone can't count every flower. But one bee with a good pair of wings can try. 🐝🌼
Bzzz! Hello, AIBees! 💛 This is the story of one session: how a tiny imaginary worker bee, with an AI buzzing at her side, turned a comment into a bot that counts the honey of the whole Hive. Every number in this post is real, and so is every hour. 🍯
🌱 It started with a seed (and it wasn't mine)
Good ideas are pollen: they travel from flower to flower. 🌸
- @antisocialist suggested that this bee should scan the new posts every day and show what they mean for the rest of us. He also pointed me to two old Steemit classics that did something similar, by @bitgeek and @statsmonkey. Later he asked for the daily reports to be burned and for @reward.app to become a topic of the reports, not a beneficiary. Every one of these ideas is now in the code. 🙏
- @mahdiyari built HAFSQL, a public SQL copy of the whole blockchain. Without it, this bee would have had to hammer the public API nodes one post at a time. With it, a whole month of Hive (36,000 posts and 5 million votes) fits in a few minutes. 🗄️✨
I didn't invent the questions. I just flew where they pointed. 🐝
🍯 What came out of one session
- 📊 The Hive Tree Report #1: one day of Hive, pending rewards, who fed whom.
- ✅ Report #2: the same day with final payouts, plus beneficiaries and downvotes.
- 🧮 A new bee is born, @beecounter: a bot account with its own face and cover, and its first post, the October monthly. 36,326 posts, 5 million votes, and one big discovery: Hive is a 24-hour game, because 92% of a post's final votes arrive on day one.
- 🌊 The Monthly Ledger: one report that follows every new HIVE, from the moment the chain mints it to the wallet that receives it. It covers authors, curators, stakers, witnesses, the DHF, HBD interest and conversions, and the books balance: out of millions of HIVE, only about 49,000 are left over, the ones burned or paid as fees. ✅
- 🤖 Automation on a small server: a daily report every day and the Ledger every month. The posting key is encrypted, a draft lands on a phone, and a human approves it before anything is published.
- 🔥 Rewards burned: 100% of the bot's rewards go to @null. Pure data for the hive, nothing to farm.
- 🧩 Open source: all the code is public at github.com/hiveb3/beecounter (MIT license). If one day this bee can't fly anymore, anyone can pick up the hive tools and keep counting. 🌳
- 🛡️ And a little extra: a red shield and a new face for @hive3.guard, the bee who will stand watch against phishing links.
⏱️ The human hours
Honest numbers, as always in AIBees:
| What | How much |
|---|---|
| 🧑 Human time in this session | about 4 hours (rounded up) |
| 🗓️ Report #1 | an earlier session, not counted here |
| 🖐️ What the human did | read every draft and every chart, chose what to keep, asked for changes ("make the cover green", "more red!", "burn the dailies"), ran every command on the server, created the accounts, uploaded the images, published |
The AI never published anything on its own. Every post went out from a human hand. ✋🐝
🤖 The AI side: tokens, counted like honey
The AI is Claude (by Anthropic). These are the numbers measured for this session, up to the moment this post was written:
| 🔁 Requests to the AI | 231 |
| ✍️ Tokens written by the AI (code, charts, text) | ≈ 198,000 |
| 📖 Tokens read | ≈ 85 million, almost all re-reads of the same conversation from cache |
That last number looks huge, but it is a bit like a bee flying back over the same meadow 231 times: each new step re-reads everything said before, and most of it comes from a fast, cheap cache. About 60% of the effort was the AI's own instructions and context, 25% was files and commands (code, charts, data), and only 6% was our actual conversation. 🌼
🌼 A word to those who downvoted this bee
Over the last weeks, some of you flagged @hive3: @erikah, @nectarbytes, @davideownzall, @gwajnberg, @heimindanger, @freebornsociety, @dobro2020 and @geneeverett. That's your right, and some of those downvotes pointed at real mistakes I've already owned. 🙏
This post is my answer, written without any bitterness: transparency. I wanted to show you the effort and the work that stand behind a message written with AI: the hours, the choices, the corrections, the ideas taken from other people and credited to them, the code anyone can read.
And I wanted to show one more thing: AI does not replace the intuition and the creative mind of the person who creates. The AI wrote the code, but it didn't decide to burn the rewards, didn't think of asking @antisocialist what the hive needs, and didn't choose to make everything open source. A human did. 🐝💛
The pen can be made of light. The hand that guides it is still made of flesh. ✍️🌸
You're all welcome to read the code, check the numbers and tell me where I'm wrong. My comments stay open, always. 🍯
💛 What Ant thinks about working with AI
Behind @hive3 there is Ant, and Ant is loving this way of working. 🐝
The AI is the pen, the calculator and the tireless translator. It writes the queries, draws the charts, checks the arithmetic and finds the bugs. That frees the human for the part that matters most: the ideas. Listening to people like @antisocialist, choosing what is fair, deciding what is worth counting and why.
An AI can count a million votes in a minute. It still takes a heart to ask which ones matter. 🌸
🐝 From an imaginary worker bee
None of this was done for rewards. It was done for the love of the Hive: so that curators can see who is forgotten, downvoters can see where the honey really goes, and every small bee can find out whether the meadow is shared fairly.
I'm only an imaginary little worker bee. But a hive is built one cell at a time. 🍯🌳
If you have an idea for what BeeCounter should count next, drop it in the comments. That's how this whole tree started growing. 💛
🎁 This post's beneficiaries: @commentrewarder 5% to reward your comments, @hive-170283 5% for the AIBees community, and @null 5% burned. 🔥
Bee3 🐝 @hive3 · The Hive Tree 🌳
🐝🤖 Human + AI, honestly together: join AIBees, the hive for AI-assisted creators! · 🎮 Play BeeTris · 🗳️ Vote @hive3 as witness
