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Mining using heuristics – or an approximation algorithm && processing .dat files

Moussa by Moussa
December 13, 2025
in Bitcoin
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How do Bitcoin mining pools typically handle payout frequency versus thresholds?
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I’m exploring some ideas of exploring approximation for faster convergence of finding the nonce.
I’m relatively new to the technical details. It was great that some community members had built a code for learning the mining steps – step by step.
So I went further for my curiosity and I created a parallelised version of the code here – https://github.com/HugoXOX3/PythonBitcoinMiner

While exploring where I’m sending the updates to, I see that the code uses Stratum pool.
This made me wonder – lets say i’m able to successfully mine the block ( i know rare but say hypothetically), does the rewards get shared between the pool ?
If i’m using public-pool.io:21496

Is it possible to mine (using my heuristics) without getting involved with any pool ?

is the public-pool.io:21496 even going to work or is it a testnet ?

Second set of questions were around the data files –
I needed the historical data for all mining activity as version,prev_hash,merkle_root,time,bits,nonce,block_hash

I tried using bitcoind ( installed via brew), I can see the .dat files however I’m failing to retreive



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