the first Solution on Context Mode Platform
Engineering signal for AI-assisted teams. Per-engineer productive rate. Retry waste per team. Patterns named, actions prescribed. Role-narrowed for CTO, EM, IC, CISO, FinOps, DevOps — same MCP endpoint, six different views.
Built on the OSS plugin 287,000+ developers already trust. $20 / seat / month.
§ 01 · the problem
The seat license is signed. The plugin is rolled out. Engineering is moving faster — or it looks like it is. Then the questions start arriving from three different rooms at once.
What is the AI investment actually returning?
Bill is $50K / month. Productivity claims float. No structured observability — only the invoice. Cannot defend the line item without a metric.
Ahmet has been stuck on auth.ts for three days. Who else is stuck?
Blockers visible only when someone Slacks for help. The quiet stuck stays invisible. Sprint slips. 1:1 prep is guesswork.
What did the AI actually touch? Where are the secrets?
Sessions on every laptop, behind every API key. Compliance demands an audit log. The AI is faster than the audit trail.
§ 02 · the solution
The OSS plugin 287,000+ developers already trust now optionally forwards structural events to your org — never source code, never prompt content. Insight runs 222 patterns over those events server-side.
§ 03 · personas × insights
Six personas. Six Mondays. One MCP endpoint, dynamically narrowed by role at issue time.
All 47 of 47 engineers are active on Context Mode this quarter — that's 100% adoption across 90 days. Org health is 87/100 with a B+ on commit quality, and 71% of sessions land productive output (above the 60% healthy band).
Defensible snapshot for the board ROI slide.
engagement_health · org · 90dThe backend team has 3 unresolved blockers open — two are commit‑stall patterns, one is a rules‑file mismatch. You're also seeing 12 persistent errors (high severity) and a rejection volume of 8 sessions, which is warning territory.
Open standup with the 3 blockers — frontend looks clean.
find_blockers · team · 7dYou're at 78% productive sessions — solidly above your team's median. One thing to flag: auth.ts is your hottest file with 4× the average edit density, worth considering a split. Your rules‑file correlation is 0.62 (healthy).
Strong evidence for your perf cycle write‑up.
how_am_i · 7dThree findings worth attention: 2 secret‑shaped paths were detected and redacted at the boundary (no exfil), 1 destructive command was attempted and sandboxed before execution, and 1 member is running at an 8× MCP call rate vs peer median — worth a conversation.
Full SOC 2 evidence trail ready to export.
identify_risk · org · severity: highTotal token spend is up 22% WoW, driven almost entirely by Opus on the Frontend team. Cost per shipped commit is healthy at $0.84, but there's a clear retry pattern burning $1,840/mo — same prompt, refined three times because of a missing context boundary.
Pair‑program through the retry pattern — fastest unlock.
top_patterns · org · category: costBackend's commit mix is balanced: 41% feat, 28% fix, 22% refactor — a textbook healthy ratio. Cadence is 178 commits over 7 days (steady), and the fix ratio of 28% sits squarely in the healthy band (20–35%).
Release sign‑off green — no quality flags blocking tag.
top_patterns · team: backend · 7d§ 04 · the catalog
Each pattern names a specific signal in your team's AI workflow — and either flags it for action or surfaces it as evidence.
§ 05 · pricing
$20 per seat per month. No annual variant. No volume discount. No founder discount. No grandfathering. The same price next quarter as it is today.
Per member of your org — active or invited. Billed monthly via Stripe. Cancel any time from the customer portal.
No free tier · No trial · No annual variant
No volume discount · No grandfathering
Your team is already running context-mode on every machine. Flip the switch — see what they're doing with it.