
We Built a Discord-to-PR Engineering Agent: Architecture, Coordination, and Evidence
How VoicePing built an AI agent harness with OpenAI Codex: Discord intake, agent orchestration, worktrees, monitoring, validation, and human review.
VoicePing benchmarks, methodology, model evaluations, and product research.
45 articles

How VoicePing built an AI agent harness with OpenAI Codex: Discord intake, agent orchestration, worktrees, monitoring, validation, and human review.

A strict-GPU benchmark of eight open OCR systems on 900 pages across five languages and six document types, with CER, latency, throughput, VRAM, energy, truncation, and structured-output results.

A five-model multilingual speaker-identification benchmark led by identity-disjoint held-out evaluation, with clean and 900-speaker supporting checks.

Introducing VoicePing Diarization v0.1, a multilingual speaker diarization model evaluated on a 42-file benchmark with NeMo, pyannoteAI precision-2, AssemblyAI, and Deepgram.

Introducing VoicePing MT v0.1 in a 100-row English-to-Japanese benchmark with GPT-5.5 quality judging, observed latency, and comparisons against DeepL, Sakana Translate, GPT-5 mini, Google Translate, Qwen, Azure, and Llama.

Introducing VoicePing ASR Model V0.1, an Asian-language-focused speech-to-text model for Japanese, Korean, Chinese, Vietnamese, and English.
Experience communication beyond language barriers with real-time voice translation
Get Started Free