... conversation history. Every tool you might conceivably need. The reasoning goes: the model is smart, more information can only help it, so give it everything and let it sort things out. It turns out that's close to backwards. Chroma published a study in July 2025 that put a name to something a lot of us had felt but couldn't articulate: context rot. They tested 18 frontier models the GPT-4.1, Claude 4, Gemini 2.5 and Qwen3 families ...

... context didn't run out it rotted. You have two budgets, not one: Hard Budget: Token limit. You notice it when the API errors out. Soft Budget: Attention quality. It drains silently long before you hit the limit. Chroma tested 18 models on this: every single one degraded as context grew, starting far below advertised limits. Coding sessions are context-rot factories every git diff, test run, and stack trace turns into dead sediment competing for attention. A paper from ...

... bound to fall behind. I call this the "entry phase." Like you, I successfully navigated this stage. However, the next challenge awaits: conversion. Anyone with experience in e-commerce knows that the 4P strategy is used to boost conversions. Alternatively, one can keep the conversion rate constant (mine, for instance, is a very average 5%)and focus on maximizing impressions. External advertising and social media activities are examples of ways to maximize impressions. I have recently begun testing in this ... ... created a "YouTube Lab." I will not mention or discuss my specific YouTube account here, as doing so would compromise my authenticity. I use a selfie and a sample of my own Korean voice to create a "chroma

... testing score thumbnails & hooks across 7 engagement signals before you publish YouTube Reels paste a URL, get reframed 9:16 clips with captions, automatically Plus the pro stuff: 20 transitions, multicam editing, LUFS loudness normalization, beat detection, chroma key, motion tracking all open source. Why we're different OpenCut AI Descript CapCut Self-hosted Open source Data stays local Cloud Cloud Per-seat pricing Cost $20/mo server $24 65/mo Free + watermark Who it's for Privacy-conscious creators, journalists ...

... followers, stars, PRs, issues, languages and CI, all at a glance, auto-refreshed, and read-only. New in v0.22.0: full NO_COLOR support. Set NO_COLOR in your environment, or pass --no-color, and octoscope switches to its zero-chroma monochrome theme all greys, full hierarchy, no colour noise. It's per-run only: NO_COLOR overrides your theme and config without rewriting them. Unset it and your real theme (amber, phosphor, whatever you picked) comes right back. Better ...

... long config doesn't burst-flood GitHub. Theme fidelity monochrome means monochrome The monochrome, phosphor and amber themes used to leak external semantic colour (GitHub language palette, CI rollup green/red, Activity heatmap gradient) even though they explicitly promise zero chroma. This release closes that gap end-to-end: language bars rank-scale through the theme's own palette, CI rollup uses distinct glyphs ( / / / ) instead of colour, the Activity heatmap routes through the theme's gradient. The promise on the theme ... ... from the release page: https://github.com/gfazioli/octo... As always: read-only, free, MIT, on Linux / macOS / Windows. Source: https://github.com/gfazioli/octo... What would you put in your watch_repos? Curious if anyone uses it for "my team's repos" vs

... Luma AI, Seedance. Or skip all of them and use local CogVideoX for free. Also shipped in this update: - Smart Reframe detects faces and auto-generates keyframes to keep subjects centered when converting landscape to vertical (9:16) - Chroma Key green screen / blue screen effect with WebGL shader, 5 presets, tolerance, and spill suppression - Motion Tracking client-side object tracking that generates position keyframes. Runs entirely in the browser Everything is open source, MIT licensed. Self-host on a $20/mo ...

... screen glare and environment glow (light spill) that makes mockups look like actual photographs. Stackable Filters: Layer professional artistic filters for cinematic or branded looks. Custom Frame Creator: Turn any photo into a reusable mockup with AI screen detection, chroma key removal, and manual eraser tools. Save as .arkframe files. Online Frame Repositories: Connect to community and official galleries to expand your library instantly. Download, pin, and reuse frames easily. Instant Scene Sourcing: Search and import royalty-free images directly ...

... read pull-request diffs inside octoscope. Press Enter on any PR for the drill-in. Press f for a full-screen list of the changed files. Enter on a file row opens its unified diff with syntax highlighting chroma's diff lexer, monokai palette, the universally recognised red/green for - / + lines and a scrollable viewport so a 400-line patch fits without pushing anything off-screen. Three levels deep, all read-only: PR detail enter on a PR row Files changed ...

... open issues / PRs preview, topics. Each detail is fetched in a single targeted GraphQL query for that one item no fan-out across your list, zero rate-limit pressure. Descriptions and comments render through glamour ( https://github.com/charmbracelet... ) with chroma syntax highlighting, so a "## heading" is a heading and a fenced code block is colourised. Heads up breaking UX change: Enter on a list row used to open the item in your browser. It now opens the drill ...