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On AI governance, developer experience, and the architecture decisions that shape how we build software with intelligent tools.
Why Your AI Coding Assistant Needs a Knowledge Graph
AI tools read files one at a time. They have no concept of architecture, dependencies, or blast radius. A knowledge graph changes everything — here's the evidence from 11,000+ node production deployments.
DRACE Scoring: 5-Axis AI Governance That Actually Works
Dependency, Reasoning, Auditability, Constraint, Explainability. How GraQle scores every AI decision on 5 axes and builds a tamper-proof audit trail your compliance team will love.
Confidence Scores vs Vibes: Why Your AI Should Show Its Work
When your AI says "I think billing depends on auth" — how confident is it? 30%? 90%? Without a confidence score, you're shipping decisions based on vibes. Here's how to fix that.
Zero Telemetry: How GraQle Runs Without Phoning Home
No analytics. No usage tracking. No cloud requirement. How we built a dev tool that never sends a single byte to our servers — and why enterprise teams care.
From 50,000 Tokens to 500: The Economics of Knowledge Graphs
Your AI reads 60 files per question at $0.15 each. A knowledge graph gives it the right 500 tokens for $0.0003. For a team of 10, that's $9,000/year in savings. Here's the math.
One Brain, Many Hands: Orchestrating Claude + Copilot + Cursor
Running three AI coding tools simultaneously without a coordination layer is like having three junior devs with no tech lead. GraQle is the tech lead.
GraQle v0.35.0: Phantom Audits, 201 Skills, and Security Sprint
New in v0.35: SCORCH visual testing engine, 201 curated skills across 9 domains, supply-chain hardening with Trusted Publishing + Sigstore, and 2,009 passing tests.
Blast Radius Analysis: Know What Breaks Before You Merge
A one-line change in auth.py touches 23 downstream services. Without blast radius analysis, you find out in production. With GraQle, you find out before the PR.
201 Patterns: How GraQle Catches Secrets Your Linter Misses
API keys, JWT tokens, private keys, database credentials — GraQle scans for 201 secret patterns in every PR through graq_gate. Here's what those patterns look like and why regex isn't enough.
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