GLM 5.3 Flash at 320tps, OMP Harness, Video Model Shootout — AI Daily Aug 27
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@jcartu reports GLM 5.3 Flash running at 320 tok/sec with 2.3s TTFT and 12k prefill on four 6k GPUs — claimed as world's fastest. It runs on just two 6k's, outperforms GLM 5.2 at half the size, and supports full precision at half the throughput. Builders compared output quality to Opus 4.8-class.
Extended discussion on why OMP beats Claude Code and OpenCode: model-agnostic design, LSP auto-fixing, mid-session model switching, and the auth broker for multi-machine setups. @thewildzeno shared custom mods including orchestrator modes with Gemini Flash, batch tool calls, and subagent speed monitoring. Pairs well with Paseo for mobile workflows.
@jonmacofficial detailed his production stack: Orca terminal manager, OMP harness, Grok 4.6 main agent, with role-split subagents (Fable 5 planning, Grok coding/fast review, GPT-5.6 Sol for PRs >2k lines or security). Key knobs: /vibe and /advisor modes, 240-char output caps, Ponytail plugin in Ultra mode, and enforcing <800 lines per file to avoid catastrophic merge conflicts in parallel worktrees.
@jonmacofficial and @arielletolome ran head-to-head comparisons for Viral View. Ranking: Seedance 2.5 > Seedance 2.0 > Seedance 2.0 Mini > Google Omni, with Kling 3.0 Turbo flagged as best price-to-performance for UGC. On images, GPT Image 2 and Qwen were community favorites, though Grok Imagine 2 won one prompt-adherence test. @boostimo noted the arena leaderboard shows fierce but uneven reliability.
@jasonakatiff's F12 discovery sparked a thread on browser Network tab tricks for reverse engineering undocumented APIs (request URLs, cookies, tokens). VPS + Tailscale is converging as the default for persistent agent boxes. @sibunting shared an overnight workflow: Fable drafts specs, Hermes on Sol runs adversarial review, then agents build overnight with Opus + Sol QA — resolving ambiguity at spec time, not runtime.
Key Takeaways
- GLM 5.3 Flash hits 320 tok/sec on four 6k GPUs (2.3s TTFT) — runs on just two 6k's and beats GLM 5.2 at half the size.
- OMP's edge is model-agnosticism — swap models mid-session without losing context, with LSPs continuously fixing code in the background.
- Enforce <800 lines per file and 240-char agent output caps to avoid merge conflicts and reduce cognitive load in parallel worktrees.
- Seedance 2.5 wins on quality but Kling 3.0 Turbo and Seedance 2.0 Mini are the value picks for high-volume UGC video.
- Run agents on a VPS with Tailscale for persistent sessions, and cold-store open model weights — HF/ModelScope are the only distribution game in town.
Hot Threads
Video model comparison for Viral View and Orca+OMP+Grok stack breakdown
OMP harness mods, orchestrator modes, and extensions
F12 dev tools discovery and API reverse engineering tips