Might makes Wright.Introducing pureWRIGHT, the complete agentic system for the enterprise.

We ran five self-hosted browser-agent setups through 39 live multi-step tasks on public websites, each in a fresh headless Chrome, scored only by verified end states with no model judge. A DOM agent on DeepSeek-V4.1-Flash scored 39/39 but needs four GPUs; Qwen3.8-27B in a lean screenshot loop scored 38/39 at a median 12.7 seconds per task on a model we already serve, and the same weights inside a heavier harness were three times slower. Holo3.1-35B-A3B hit 93.1% of targets on a single-click test yet finished last on live tasks at 33/39, so click accuracy alone would have picked the wrong model. The top four setups sit within two tasks of each other and are not separable, every screenshot-only agent failed the one autocomplete form, and a headless viewport that is 713 pixels tall instead of 800 cost one model six tasks.

Until this week our agent-memory substrate had no score on any public long-term-memory benchmark, so nothing it did could be compared with anything else. We ingested LongMemEval-S (100,548 chunks) and LoCoMo (1,540 questions) and report every configuration on all three axes that matter, accuracy, context tokens, and retrieval latency, with the reader model named. Two zero-cost changes, ordering retrieved chunks by session date and telling the reader that later excerpts supersede earlier ones, lifted a fully on-premises 27B configuration from 67.4% to 72.8%. With a gpt-5.4 reader and the official judge, a top-25 window reaches 90.6%, edging past Zep's published 90.2% at 2.7 times their context budget; at their budget we sit 2.4 points behind. On LoCoMo a distilled fact layer helps as a supplement (+3.7 points) and hurts on its own (−4.9), which is the structural risk in extraction-only memory.

We set out to design a self-healing v2 and found the opposite of a greenfield: four generations of self-healing stacked in sediment, maximum architectural sophistication, near-zero closed-loop coverage. The fix was not a fifth system: it was naming the missing shape, and then discovering the real blocker was signal quality, not architecture.