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READ · choose how deep

TECH

AI Coding Agent Learning

The take: 4 complained · 1 weak rivals.

1 platforms · 4 mentions

Opportunity score 97/100 High Conviction

TECH sector avg: 73 +24 Top 1% (80 cards)

PainPain intensity signal (LLM-judged level + average pain_strength from D signals).

32(weak)

MentionsPublic discussion volume · benchmarked against full-library percentile (daily-refreshed).

25(weak)

PayPaid-evidence count (log-scale · 1 = 70, 2 = 80, 4 = 90, 8+ = 100).

—

TriggerRecent trigger events count + freshness (14-day decay window).

25(weak)

SourcesPlatform-diversity percentile · how many distinct sources mention this.

25(weak)

ForecastPredicted growth (TimesFM 7-day) · benchmarked against full-library percentile.

—

Score = real demand ÷ existing competition × evidence confidence · blue-ocean weighted (more competitors → lower score) · Early signal — thin evidence so far, firms up as more signals + competitor data arrive.

Incubating

Coverage

We searched 2 places where competitors live — transparent about what we covered and what we missed.

Where we searched

2 sources · GitHub · App Store

Real competitors found

1 shipped product (AI-verified from 98 raw matches)

Last scan

11d ago · auto-refreshed every month

Should you build this?

YES, if

You can ship in 1-2 weeks on $0-20/mo infrastructure
Only 1 weak rival shipping — room to differentiate

THINK TWICE

Pain level is LOW — users may not pay to fix this

VALIDATE THIS WEEK

This weekend: DM users at pypi (2 complaints) — ask if they'd pay $9/mo for a fix
Next 7 days: ship a 2-page landing site with $9/mo waitlist + "request beta" form — count signups
If <10 signups in 7 days: kill it · the demand isn't there at this price

Updated as new signals arrive

Sign in to see the full opportunity

Who this is for · Why now · Willingness to pay · Full timeline · Competitor landscape · Build with AI prompt · Validation playbook · Evidence pool · 8+ more sections

Who is this for

developers (4 mentions)

Bloomberg-style buyer profile · grounded in real signals

Pain · LOW

"cept added to PyPI: Proprioception for coding agents — slice recent Claude Code transcript, redact, send to a model gateway, return structured steering guidance." · pypi · original →

"mordecai-coach added to PyPI: Capture, learn, and redistribute lessons from your team's AI coding sessions." · pypi · original →

Full timeline · past → now → next

Now D1 4 active discussions

Past archive · No historical signals yet · we keep scanning

Future trend · next 7 days

Trend forecast becomes available once enough discussion history accumulates. ⓘShown only when confidence >50%. New cards typically become predictable within 7-14 days after first sighting.

Build this with AI

We've assembled a full brief from the real evidence above. Ready to paste into any AI coding tool.

Or open in your AI tool: Claude ↗ · ChatGPT ↗ · Gemini ↗ · Perplexity ↗

~ 1-2 weeks · $0-20/mo infra

Preview what we send

I want to build a tool for: developers (4 mentions)

The pain users describe: [PyPI] cept added to PyPI: Proprioception for coding agents — slice recent Claude Code transcript, redact, send to a model gateway, return structured steering g

Timing / why now: [no explicit trigger]

Existing alternatives: none clearly identified yet — opportunity for a first-mover

Help me draft an MVP technical plan:
1. Core user flow (happy path, 3-5 steps)
2. Data model (main tables and their key fields)
3. Tech stack recommendation (favor fast-to-ship options)
4. First 3 things to build this weekend
5. What NOT to build in v1 (scope discipline)

Context source: gapmine.com/opportunities/2026-05-06/ai-coding-session-learning

Prompt built by concatenating your real fields · 0 AI rewording · source link included for traceability

Build playbook · if validated ~1-2 weeks

Build only after VALIDATE THIS WEEK succeeds · Based on difficulty × medium and sector × tech · curated playbook

1 Write 1-page spec + data model in Notion

2 Build MVP in 1 weekend: React + Supabase/Convex

3 Ship to 4 users in pypi · price vs existing tools

Evidence pool 4

Grouped by signal type · click each source to verify

DEMAND (4)

DEMAND [pypi] cept added to PyPI: Proprioception for coding agents — slice recent Claude Code transcript, redact, send to a model gateway, return structured steering guidance · developer · Source ↗

DEMAND [pypi] jcode added to PyPI: Feature-graph code intelligence for AI agents — stop grepping, start graphing · developer · Source ↗

DEMAND [pypi] mordecai-coach added to PyPI: Capture, learn, and redistribute lessons from your team's AI coding sessions. · developer · Source ↗

DEMAND [pypi] you-want-mini-cc added to PyPI: A lightweight AI pair programming agent in Python (Compatible with @you-want/mini-cc) · developer · Source ↗

Momentum

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