The agent reports success, but the bug is still there. How dsh-completion-guard checks saved tool results against your requirements before certifying completion.
Blogs
Notes on building reliable networked systems and practical tools for research and engineering.
Other writing profiles: Medium CSDN Juejin
dsh-session-insights turns DeepSeek Harness session snapshots into local, evidence-backed HTML retrospectives with project scoping, privacy modes, deterministic fallback, and clearly stated verification scope.
SkillFerry turns one versioned workspace into Codex, Claude Code, and DeepSeek Harness configurations while grading portability, keeping secrets local, and surfacing conflicts instead of silently overwriting edits.
Why a 1M-token context window still does not keep an agent’s requirements active—and how Context Guard preserves the task contract and completion evidence through long-running Codex work.
codex-profile-sync applies a private, portable Codex profile across macOS, Windows, and Linux with change previews, conflict detection, backups, and explicit runtime boundaries.