◉CLAUDE LABJP
●VERSION — v2.1.227 landed on August 10 with no new features, just fixes around plan detection and CI behavior●AUTO — Two days remain until August 14, when auto mode becomes the default in Claude Code for Pro, Max, and Team●CI — Bash commands no longer fail across the board under claude-code-action with allowed_non_write_users on GitHub-hosted runners●BILLING — Sessions started with an expired token could misread your plan and nudge Max users toward usage credits; that is now fixed●SUNSET — The legacy Workbench and the experimental prompt tool APIs retire on August 17, five days out●PRICE — Sonnet 5 promo pricing at $2/$10 per Mtok runs through August 31, moving to $3/$15 on September 1●VERSION — v2.1.227 landed on August 10 with no new features, just fixes around plan detection and CI behavior●AUTO — Two days remain until August 14, when auto mode becomes the default in Claude Code for Pro, Max, and Team●CI — Bash commands no longer fail across the board under claude-code-action with allowed_non_write_users on GitHub-hosted runners●BILLING — Sessions started with an expired token could misread your plan and nudge Max users toward usage credits; that is now fixed●SUNSET — The legacy Workbench and the experimental prompt tool APIs retire on August 17, five days out●PRICE — Sonnet 5 promo pricing at $2/$10 per Mtok runs through August 31, moving to $3/$15 on September 1
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duplicate detection

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Claude Vision1image processing1perceptual hash1cost design1Cowork1scheduled tasks1automation1Python1SEO1content operations1
⬡ API & SDK/2026-07-11Advanced

Is This New Wallpaper Too Close to One We Already Ship? Near-Duplicate Detection with a Perceptual-Hash Pre-Filter and Claude Vision

A two-stage pipeline that catches the near-duplicates a SHA256 hash misses — recolored, lightly cropped, re-encoded — by pre-filtering with a perceptual hash and adjudicating only the close pairs with Claude Vision. With measured precision calibration and cost design from running a wallpaper catalog solo.

◈ Cowork/2026-06-23Advanced

Stopping an Unattended Writer From Publishing the Same Article Twice

When a Cowork scheduled task generates articles every day, the real danger isn't a crash — it's quietly publishing a piece that overlaps with one from a few days ago. Here is a gate that compares slug similarity and the day's log before publishing, built from a near-miss I caught this morning.