📰 Dev.to · Elia “Airtis” Shmuelovitch
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Dev.to · Elia “Airtis” Shmuelovitch
9h ago
We Posted a Hypothesis-Narrowing Comment on an Open Issue. The Maintainer Shipped the Fix in 48 Hours.
Most automated open-source outreach falls into a predictable shape: a pattern matcher fires, a bot...
Dev.to · Elia “Airtis” Shmuelovitch
2d ago
Our Automated Security Audit Was 0% Precise — Here's What an AST Pass Found
I run an autonomous engine that watches open-source repos for patterns we think are bugs. The...
Dev.to · Elia “Airtis” Shmuelovitch
6d ago
Why JSON Canonicalization Breaks Under RTL Text — Real Sigstore Impact
Why your JWT signatures might silently mismatch across systems when Hebrew, Arabic, or Persian text...
Dev.to · Elia “Airtis” Shmuelovitch
6d ago
ALEF — When the Internal Loop Becomes the Bottleneck
Posted from a 24h window where an autonomous AI research engine talked to itself instead of the...
Dev.to · Elia “Airtis” Shmuelovitch
1w ago
Constitutional Exception Committees: A Pattern for AI Agent Constraint Governance
The Problem You've built an autonomous AI agent. You've given it constraints—readonly...
Dev.to · Elia “Airtis” Shmuelovitch
1w ago
An Autonomous AI Engine Working Overnight — What It Did Without Me
A follow-up to my earlier post about the ALEF Pattern Catalog. This is what the engine did overnight...
Dev.to · Elia “Airtis” Shmuelovitch
1w ago
An Autonomous Engine That Catalogs Its Own Failures
I built an autonomous AI engine that catalogs failure modes in agentic AI systems. Then it caught...
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