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EDITORIAL DESK ARCHIVE

Open Source

Quantization techniques, GGUF/EXL2 weights, local deployment, and permissive AI licensing.

Founder Story Open Source

Securing the Swarm: A2A mTLS and Enterprise Governance

Securing AI swarms in 2026 requires a three-layer security model: Transport security via mTLS (Mutual TLS), Identity verification via JWS-signed Agent Cards, and Message-level encryption via SLIM (Secure Layer for Inter-...

Deepak Bagada Deepak Bagada
4m read
Deep Dive Open Source

Self-Improving AI Skills with Hermes Learning Loop

Hermes Agent v2.0+ self-improves its skills by detecting recurring task patterns after 3 repetitions, encoding them as SKILL.md files, then analyzing execution traces every 5 invocations to remove redundant steps and opt...

Deepak Bagada Deepak Bagada
3m read
Founder Story Open Source

Prioritize Backlogs with an AI Product Manager Panel

You're spending 4 hours a week arguing over ticket priority. This guide shows you how to build a multi-agent AI panel of UX, Engineering, and Business experts to triage your backlog automatically. Stop the guesswork and...

Deepak Bagada Deepak Bagada
9m read
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