Alibaba Cloud
45 published articles
Qwen / Alibaba
Qwen3.8-27B can read 1M tokens, but only if you flip the right flags
Qwen3.8-27B ships a reasoning-effort dial and a 262K native context that stretches to 1M tokens with the right flags. The catch, buried in Alibaba's own guide: dialing the thinking down can slow agent pipelines. Here is what the flags do and when low effort backfires.
2026-09-18
The business model of AI video generation
$6 for a 30-second clip: Alibaba's Wan3.0 puts AI video on the meter
Wan3.0 doubles single-generation AI video to 30 seconds and takes documents and webpages as references. The commercial change is blunter: Alibaba bills per generated second, so a 1080P clip of the full window runs about $6. The meter rewrites production budgets, not just clip specs.
2026-09-17
Databases · AI
MySQL's P99 hit 48 seconds on AI sessions. PolarDB-X cut it to 1.5
MySQL was the odd one out in AI session storage, with no standard path for the MB-scale blobs modern conversations produce. PolarDB-X external columns route them to OSS while keeping InnoDB transactions and plain SQL, and the published benchmarks show write tail latency collapsing from 48.7 seconds to 1.5.
2026-09-16
Enterprise AI | Qwen Conference Thailand, Bangkok
QwenCloud's sales demo had no human buyer: the agent paid its own bill
At Qwen Conference Thailand 2026, a QwenCloud product manager demoed an agent opening an account, deploying an app and paying. The pitch is an agent-era cloud; the open questions are identity, spend limits and who owns the transaction.
2026-09-15
AI Coding Agents
Alibaba's Qoder bets coding agents will be won on the harness, not the model
Alibaba Cloud's Qoder Agent Desktop is an argument as much as a product: coding agents will be won on the harness, not the model. Tasks now replace files as the unit of work, and Alibaba points to internal numbers showing a 40% cut in agent input tokens. No independent verification has been published yet.
2026-09-15
AI infrastructure and memory systems
Alibaba Cloud claims a 9.27x AI memory win against an unnamed rival
Alibaba Cloud's PolarDB and MemTensor's MemOS want to be the memory layer for long-running AI agents. Their pitch leans on a 9.27x P99 latency win over an unnamed graph database, and on folding relational, vector, and graph storage into one system.
2026-09-14
AI Video Generation
Alibaba's Wan3.0 sells video by the second: $6 for a 30-second clip
Wan3.0 can turn a PDF or a brand deck into a 30-second video in one generation, with per-second API pricing that tops out at $0.20 for 1080P. We break down the per-clip math and the gaps Alibaba admits in its own testing.
2026-08-16
AI Economics
Alibaba's $18 plan runs Qwen and DeepSeek inside Claude Code
Alibaba Cloud's Token Plan Individual bundles Qwen and third-party models such as DeepSeek into a single credit pool, from $6 a month, usable inside Claude Code and Cursor. The company claims roughly 40% savings over pay-as-you-go, but the plan only works from Singapore and only inside approved tools.
2026-08-14
Terminal Security
The '$HOME' trap: AI coding agents need sandboxes, not 'allow?' prompts
Qoder's terminal sandbox blocks close to a hundred destructive agent commands every day. The cases behind those blocks explain why 'allow?' prompts fail: a project folder named $HOME, a cleanup that targeted /root, and a click that nearly cost an entire disk.
2026-08-13
AI coding security
Qoder moves code security from the release gate to the keystroke
Qoder Desktop and CLI now run security checks at three depths, from live keystroke screening to cross-file data-flow analysis before a merge. Alibaba Cloud reports roughly 60% better vulnerability detection and a 35% to 45% drop in security feedback during code review.
2026-08-13
AI Agents & DevOps: STAROps inside Qoder
A one-sentence question in Qoder ends the 40-minute root-cause hunt
Alibaba Cloud's STAROps plugin brings natural-language root-cause diagnosis into the Qoder IDE. Its demo takes a P95 spike from under 60ms to 1.9 seconds, returns an evidence chain at 80% confidence, and ends with an auto-created merge request. Traditional troubleshooting ran 40-plus minutes across five platforms.
2026-08-09
Cloud & LLM Security
Alibaba Cloud's AI gateway blocks prompt attacks with a 200, not a 403
A hands-on walkthrough of Alibaba Cloud's AI Gateway shows how authentication, guardrails and PII masking work as one pipeline. The gotchas: blocks return HTTP 200, key enforcement needs a manual toggle, and restored data can end up in logs.
2026-08-09