marco cancellotti

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@The_Zynora Claude

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@ai_uncovered Codex

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What matters is context, and how saturated the session gets. The histogram bar tells you when it's worth clearing and starting fresh: efficiency is high early on, then it degrades and you burn more tokens for the same work.

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I tried to cut my Claude Code bill by asking for shorter answers.

Then I measured five of my biggest sessions.

Output was ~10% of spend. Prose was a quarter of that.

I'd been optimizing 1.5% of the bill.

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One trap: "percent of context window" is the wrong meter.

500K in a 1M window reads as half full.

It costs 2.5x what 200K costs — every turn, until you clear.

Absolute tokens are what maps to money.

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Which means the cost is quadratic in session length, not in verbosity.

The lever isn't how the model writes.

It's /clear.

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LA “SPALLATA” DELLA SOLIDARIETA’ https://t.co/t6DaiwEGvN

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@TgLa7 Sara' interessante vedere quanti voti prendono i candidati renziani di camera e senato x capire la presa che ancora ha l'ex segretario sui deputati e senatori.

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Just completed a 7.08 km nordic walk - Monte Foce, acquedotto, porta S.Ubaldo https://t.co/8IbgmDXSyw #Runkeeper

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Just completed a 17.64 km nordic walk - Ultima parte Sentiero Francescano...Valfabbrica assisi https://t.co/KgV9KDRrPL #Runkeeper

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Just completed a 7.91 km nordic walk - Ripresa attività Norcia Walking https://t.co/uTgaa7ENfc #Runkeeper

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Just completed a 13.09 km hike - Alpe di Siusi - forcella.Denti Rossi https://t.co/bw9mM6ZpI8 #Runkeeper

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Just completed a 9.93 km walk with Runkeeper. Check it out! https://t.co/LN1WvGReBl #Runkeeper

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Questa poteva essere una bella gara x Petrucci che sul bagnato e' imbattibile...speriamo torni presto..
#SkyMotori

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Questa poteva essere una bella gara x Petrucci che sul bagnato e' imbattibile...speriamo torni presto #MotoGP

[marco cancellotti @mcancellotti]

Just completed a 16.85 km nordic walk with Runkeeper. Check it out! https://t.co/7Ihe2kzkwu #Runkeeper

[marco cancellotti @mcancellotti]

Just completed a 8.51 km nordic walk with Runkeeper. Check it out! https://t.co/HsvMBI0Qku #Runkeeper

[marco cancellotti @mcancellotti]

Just completed a 12.14 km nordic walk with Runkeeper. Check it out! https://t.co/qZyiQgt3m9 #Runkeeper