been testing lp strategy on @almanak these past few hours, its actually the same like trading bot in previous post that I did before, here's I break it down for you, I started with small test on usdc/clanker to challenge the liquidity threshold of >$10K, but the AI strategize keep reaffirming my choice and it keep failing which I think there some "Room of Improvements" in there.. so I switched to Usdc/Ping where the liquidity is stable sitting around $70k ish zone, and it went perfectly smooth key things from the test - Position opened immediately - Fee estimates well lined up with the live numbers - dashboard are more better than ever (it was clunky on first try) - only unstable behavior came from low liquidity pools (room of improvement) my setup today - position type were on asymmetrical two sided (which I comfortable using when playing LP) - range is on centered near the current market price - band width roughly 20% on each side - bias leaned bit bullish through the bound ratio which play into risky plays i believe? - automation rebalance only when its outside the range (minimized the IL permanent losses) why this is relevant this lets me maintain an lp position without watching charts or micromanaging exits. it collects fees, respects the rules i set, and stays fully verifiable onchain. this exact structure will probably become my baseline once the almanak token games roll out which they saying there incentive behind it now i have a live setup running the way i want. i’ll track results over the next few days and tweak the logic as needed but for now I'm comfortable sitting on this bias setup /\ccelerate!