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Strict AI Coding Proxy with Automated Context Pruning
A CLI tool or IDE extension that acts as a proxy between the developer and LLMs. It strictly enforces project rules (like CLAUDE.md) by injecting them as absolute constraints, automatically prunes polluted context, and runs pre-generation checks to ensure the AI doesn't ignore instructions.
Why this matters
A CLI tool or IDE extension that acts as a proxy between the developer and LLMs. It strictly enforces project rules (like CLAUDE.md) by injecting them as absolute constraints, automatically prunes polluted context, and runs pre-generation checks to ensure the AI doesn't ignore instructions.
- · Built for Senior software engineers and dev teams frustrated by AI hallucinations and ignored instructions..
- · Most likely monetization: SaaS subscription.
Score Breakdown
Market Signal
Differentiation
Action Plan
Validate this opportunity before writing code
Recommended Next Step
Build
Strong demand signals detected. Real pain, real willingness to pay — start building an MVP.
Landing Page Copy Kit
Ready-to-paste copy based on real Reddit community language — no editing required
Headline
Strict AI Coding Proxy with Automated Context Pruning
Sub-headline
A CLI tool or IDE extension that acts as a proxy between the developer and LLMs. It strictly enforces project rules (like CLAUDE.md) by injecting them as absolute constraints, automatically prunes polluted context, and runs pre-generation checks to ensure the AI doesn't ignore instructions.
Who It's For
For Senior software engineers and dev teams frustrated by AI hallucinations and ignored instructions.
Feature List
✓ Automated context window management (auto-truncation of failed attempts) ✓ Strict rule enforcement engine (validates output against CLAUDE.md before showing user) ✓ Model-agnostic API routing (switch between Claude, GPT-4, Local)
Where to Validate
Share your landing page in r/r/ClaudeCode — that's exactly where these pain points were discovered.
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Community Voices
Real quotes from Reddit comments that inspired this opportunity
- “The rules are clearly documented — I just didn't follow them”
- “It ignores my rules all the time.”
- “I was shocked after weeks of babysitting Claude expecting it would ignore half of what I told it, repeatedly.”
- “every effing change made things worse, every time I pushed back it failed even harder, breaking 'fixes' from 10 minutes earlier.”
- “most of the 'getting worse' experience is the conversation context getting polluted with failed attempts.”
Other opportunities in the same theme
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