AI Coding Agents

Learn how to install DeepSeek Harness from npm or source, understand its plugin-first design, and decide whether a fast-moving developer preview belongs in your coding workflow.

See how Phone Harness connects an AI agent to a real iPhone through macOS iPhone Mirroring, including setup, OCR, HID input, permissions, and limits.

Symphony context engineering helps autonomous agents use architecture, dependencies and prior decisions before implementation.

Symphony large codebase agents need repository understanding, not just isolated autonomous implementation runs.

Build a production AI agent evaluation framework with scenarios, traces, safety checks, regression controls and decision-ready metrics.

Eight fast-rising AI agent GitHub projects, mapped by stack layer, license, maturity, workflow fit, and claims teams should verify.

Share context between Pi and Claude Code with AGENTS.md, a Claude import, tool-specific Skills, and revision-bound repo facts.

Separate Pi and Claude Code procedures, persistent instructions, session state, and tool-neutral repository facts.

Compare Pi and Claude Code on large-codebase context with a controlled evidence protocol instead of feature-count claims.

Keep Multica multi-agent context consistent with source, version, expiry, ownership, and human escalation rules.