Security Risks of Vibe Coding & How Context Engineering Mitigates Them

Security Risks of Vibe Coding & How Context Engineering Mitigates Them

What Exactly Is Vibe Coding and Why CISOs Hate It If you’ve ever seen a developer whip up an entire function in seconds with Copilot or ChatGPT, you’ve witnessed vibe coding in action. It’s fast, it’s slick, and it feels like magic until it breaks something critical...
Memory Matters: Designing Stateful Agents Without Bleeding Tokens

Memory Matters: Designing Stateful Agents Without Bleeding Tokens

The Token Budget Crisis Let’s get real, context window inflation is silently crushing AI budgets. Stateful AI systems that rely too heavily on brute-force context stuffing are bleeding money with every call. Recent industry data shows that LLM usage now accounts for...