Pi enables local agentic coding via Qwen 3.6

Local agentic coding has officially crossed the usability threshold, proving that "primitives over features" is the winning strategy for resource-constrained environments.

• –Pi’s minimalist core (only 4 built-in tools) avoids the massive prompt injection overhead that causes latency and RAM spikes in tools like Claude Code.
• –Qwen 3.6-35B-A3B’s MoE architecture provides the reasoning depth of a 35B model with the speed of a 3B active parameter sub-model, making local agency viable on standard laptops.
• –Native "thinking preservation" in the Qwen 3.6 series maintains reasoning context across multi-turn sessions, reducing the token bloat typically associated with repository-level tasks.
• –Highly efficient context management allows the agent to solve complete engineering tickets in under 7K tokens, a fraction of the cost of current industry standards.
• –The shift toward local agency offers a critical security-first path for developers working in sensitive repositories who require offline-first AI assistance.