Tagged #context-window
6 {count, plural, one {post} other {posts}}.
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· Paul Lukic
The Best New Coding Agent Runs on One GPU. It Gets 131K of Context, Not a Million.
Meta's Muse Glimmer puts a real agentic coding model on a single consumer GPU—Apache 2.0, 131K context. When tokens are free, the window becomes the meter. Context efficiency stops being cost control and becomes fit.
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· Paul Lukic
Your Claude Code Week Is About to Get a Third Shorter
The +50% weekly limit boost is scheduled to lapse August 19. Limits are weather—capacity-driven, changed five times in a year. Tokens-per-task is the only forecast you control.
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· Paul Lukic
Fable 5 Is in Your Max Plan Now. Included Isn't Unlimited.
The access chaos is over: Fable 5 is permanently included in Max and Team Premium—at 50% of a weekly limit every model shares. Quota is the currency again, and tokens-per-task is the only lever you own.
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· Paul Lukic
The $200-a-Week Engineer: AI Spend Caps Have Arrived
Tesla reportedly capped per-engineer AI spend at $200 a week. Uber is tightening limits too. Caps ration the work—cutting context waste is how you keep shipping under one.
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· Paul Lukic
Fable 5 Goes Metered: Every Wasted Token Is Now a Line Item
On July 13, Claude Fable 5 switches from plan limits to usage credits at $10/$50 per million tokens. The habit that costs you most? Agents that read 20 files when 4 would do.
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· Paul Lukic
You're Not Over Budget. You're Over Quota.
Claude Code's weekly cap and Copilot's new per-credit meter punish the same thing: agents that read 20 files when 4 would do. The fix isn't a bigger plan—it's a smaller context.