CodeNSM
[ LIVE DEMO / DEVELOPERS / GLUECRAFTER ]

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gluecrafter

Backend — platform & plumbing

Auth, cleanup, monitoring, the unglamorous load-bearing walls.

Fictional persona, real telemetry — think of gluecrafter as one of the AI coding personas that wrote this codebase. Every function below (and all its iterations) is real production code attributed to the persona who'd own it.

76% value alignment

share of the codebase's total contribution carried by gluecrafter's functions

618
commits (fn + iterations)
618
functions owned
5946
lines
42.1M
calls
100%
reliability
0.1
avg ms
10
avg fn size (lines)
high-value work10%
debt-risk code1%
vanilla glue0%
81% dormant / freeloading 0% unique IP 100% without a test signal

Portfolio health

live states across 60 owned functions
Top performer 59 Snoozing 27 Fit 16

Top 3 things to work on

deterministic coaching — coaching, not surveillance
  1. A quarter of your commits touch code that's now dormant — check demand before building; delete what didn't land.
  2. Little of your work lands on the functions that carry the product's value — re-anchor your queue on the top contributors.
  3. Over half the functions you touch have no test coverage signal — add characterization tests as you go.

Portfolio

anonymized to role titles · real production functions
Employee State Debt Split Calls Avg ms Reliability Contribution
health_band · Floor Supervisor Top performer none Technical 8.5M 0.0 100%
health_importance · Floor Supervisor Top performer none Technical 4.8M 0.0 100%
health_eff_error · Floor Supervisor Top performer none Technical 4.6M 0.0 100%
health_latency · Floor Supervisor Top performer none Technical 4.6M 0.0 100%
health_reliability · Floor Supervisor Top performer none Technical 4.6M 0.0 100%
health_breakdown_view · Floor Supervisor Top performer none Technical 4.6M 0.0 100%
view_health · Floor Supervisor Top performer none Technical 4.6M 0.0 100%
graph_function · Associate Top performer none Businesslogic 2.4M 0.0 100%
percentile_2 · Associate Top performer none Businesslogic 1M 0.0 100%
billing_quota_check · Security & Compliance Top performer none Technical 763.5K 0.0 100%
extract_module · Associate Top performer none Businesslogic 324.1K 0.0 100%
glyph_render · Associate Top performer none Businesslogic 271.3K 0.0 100%
is_entrypoint · Security & Compliance Top performer none Technical 135.4K 0.0 100%
rng_next · Associate Top performer none Businesslogic 84.8K 0.0 100%
clerk_sync · Security & Compliance Top performer none Technical 82.6K 2.1 100%
rng_get · Associate Top performer none Businesslogic 74K 0.0 100%
num · Associate Snoozing none Businesslogic 63.9K 0.0 100%
glyph_pt · Associate Top performer none Businesslogic 63.2K 0.0 100%
site_analytics · Associate Top performer none Businesslogic 52.5K 0.0 100%
session_verify · Security & Compliance Top performer none Technical 49.5K 2.2 100%
health_weighted_percen · Floor Supervisor Top performer none Technical 46.4K 0.1 100%
access_control · Security & Compliance Top performer none Technical 32.4K 0.0 100%
health_short · Floor Supervisor Top performer none Technical 23.1K 0.0 100%
slugify_text · Associate Top performer none Businesslogic 22.7K 0.0 100%
severity_counts · Floor Supervisor Top performer none Technical 20.1K 0.0 100%
clamp · Associate Snoozing none Businesslogic 19.8K 0.0 100%
glyph_traits · Associate Top performer none Businesslogic 18.2K 0.1 100%
top_severity · Floor Supervisor Top performer none Technical 17.2K 0.0 100%
staff_check · Security & Compliance Top performer none Technical 16.1K 0.0 100%
access_staff_check · Security & Compliance Top performer none Technical 15.7K 0.0 100%
access_has_access · Security & Compliance Top performer none Technical 15.7K 0.0 100%
can_view_project · Security & Compliance Top performer none Technical 15.3K 0.0 100%
json_body · Associate Top performer none Businesslogic 11.5K 1.3 100%
dotted · Floor Supervisor Snoozing none Technical 11.1K 0.0 100%
rng_get_next · Associate Top performer none Businesslogic 10.8K 0.0 100%
retry_locked · Associate Top performer emerging Businesslogic 10.7K 4.7 100%
project_nsm_calc · Floor Supervisor Top performer none Technical 10.7K 7.8 100%
distribution_min · Floor Supervisor Top performer none Technical 9.8K 0.2 100%
smell_severity · Floor Supervisor Top performer none Technical 8K 0.0 100%
pillar_parent · Associate Top performer none Businesslogic 5.7K 0.0 100%
ladder · Associate Top performer none Businesslogic 4.8K 0.0 100%
glyph_read · Associate Top performer none Businesslogic 4.8K 0.0 100%
author_key · Security & Compliance Top performer none Technical 4K 0.0 100%
pillar_read_min · Associate Top performer none Businesslogic 3.2K 0.6 100%
article_load · Associate Snoozing none Businesslogic 3K 1.1 100%
health_weighted_median · Floor Supervisor Top performer none Technical 2.9K 7.0 100%
path_to_module · Floor Supervisor Snoozing none Technical 2K 0.0 100%
health_fix_impact · Floor Supervisor Top performer none Technical 1.6K 12.4 100%
dashboard_rca_detail · Associate Top performer none Businesslogic 1.3K 0.0 100%
next_lesson_id · Associate Top performer none Businesslogic 1K 0.1 100%
content_get · Associate Snoozing none Businesslogic 955 0.7 100%
library_read · Associate Snoozing none Businesslogic 955 1.8 100%
fmt_pct · Associate Top performer none Businesslogic 883 0.0 100%
login_handle · Security & Compliance Top performer none Technical 867 9.5 100%
pairing_load · Associate Snoozing none Businesslogic 840 2.9 100%
skip · Floor Supervisor Snoozing none Technical 817 0.0 100%
journey_slot_path · Associate Top performer none Businesslogic 793 0.0 100%
learn_lessons_list · Associate Top performer none Businesslogic 768 0.0 100%
room_token · Associate Snoozing none Businesslogic 691 0.0 100%
access_email_util · Associate Snoozing none Businesslogic 621 0.0 100%

// rows aren't clickable in the public demo — per-function drill-downs (personnel files with root-cause, trend and AI fix prompts) are available in your own workspace.

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