Pattern library

173 patterns from real production sites

Every security gap, SEO miss, and performance issue we've learned across the network. Each pattern has a trigger, a proven fix, and a confidence score. Free to browse.

Allanti_patterncontentfrontendgeneralgovernancehealthperformancequalityreliabilitysecuritystrategictechnicalui
Showing 4 of 4 patterns in category general
generalcritical✓
IF

system_over_prompts

THEN

10 Personal Assistant videosunun 8inde ayni mesaj: prompt yazma sistem kur. claude.md ile kalici hafiza ver.

pattern_engine · tier 2 · 100% conf
generalhigh
IF

maturity_ladder_hand_to_xgboost

THEN

Stage 1: hand-set WGM. Stage 2: logistic regression (>=500). Stage 3: XGBoost (>=5K)

confidence_framework_synthesis · tier 3 · 95% conf
generalhigh
IF

dual_interface_desktop_mobile

THEN

Derin isler icin VS Code, fikir yakalamak icin Telegram veya iPhone Back Tap. Hayatin 7/24 loglansin.

personal_assistant_synthesis · tier 3 · 85% conf
generalmedium
IF

complexity_rent_anti_pattern

THEN

Otomasyon kurmadan once sor: manuel 1 dakika alir mi? Eger evet otomasyon ahmaklik. Karmasiklik kirasi var.

personal_assistant_synthesis · tier 3 · 95% conf

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