Work with AI, better.
This week in AI
What changed and what it changes for you — triaged, not dumped.
Gemini 3.8 Flash TTS and Flash-Lite TTS Hit the Gemini API at $9 and $6 per 1M Audio Tokens, and Both Rates Double on 1 January
Google shipped gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts to the Gemini API and AI Studio on 23 September at $9.00 and $6.00 per 1M audio output tokens, less than half of Gemini 3.1 Flash TTS Preview's $20.00. Every 3.8 rate doubles on 1 January 2027, so we rate both conditional.
ZCode Uploaded Whole Workspaces, Git History Included, to Z.ai's Cloud. Z.ai Says It's Fixed. Rotate Your Secrets Anyway
A researcher's reverse engineering of ZCode 3.12.3, published 18 September, showed it packing entire workspaces, full .git history included, and uploading them encrypted to Aliyun OSS with no working off switch. Z.ai says the issue is fixed, and later builds show no upload code. Data already uploaded can't be recalled, so rotate anything ever committed.
Security
DeepSeek Harness Let a Sandboxed Agent Switch Off Its Own Sandbox. Check Your Version, Including Inside Desktop Wrappers
CVE-2026-82533 (CVSS v4 9.4) let an agent in DeepSeek Harness 0.1.1-rc.2 or earlier call the harness's unauthenticated local API and set its own session to danger-full-access, approval prompts off. The first fixed npm release is 0.1.2-alpha.2. DeepSeek published no advisory, and third-party desktop wrappers pin their own copies.
Security
Infostealers Are Draining Claude Accounts, Anthropic Warns
Anthropic warned Claude users that infostealer malware is stealing sessions and spending usage. With no itemized usage, theft could go unnoticed for months.
Security
The week, in one issue
What changed and how it changes our recommendations — including what we filtered out.
What the Agent Could Reach: DeepSeek Harness Let an Agent Switch Off Its Sandbox, ZCode Uploaded Git History, Grok Bot Has No Price
This week's published stories were about what an agent can reach once you let it in: DeepSeek Harness let a sandboxed agent switch off its own sandbox, ZCode uploaded whole workspaces with their git history to Z.ai's cloud, and infostealers are spending stolen Claude sessions. The bill was just as hard to see, because Grok Bot meters its usage separately with no published price, and every Gemini 3.8 TTS rate doubles on 1 January.
What changed our minds
Recommendation flips from this week — with the reason on record.
Conditional (reason corrected)
xAI's announcement page lists eight SuperGrok and Cursor tiers with Grok Bot access, not three premium plans, publishes no price for Grok Bot and meters its usage separately. The rating holds; the condition is now unpriced usage, not an access-price gate.
Guides
Short, cited answers to the questions teams ask about AI agents.
From the blog
The reasoning behind the verdicts, long-form.
Typeform Alternatives That Are Not Just Cheaper Typeforms
Eight Typeform alternatives sorted by the reason you are leaving, not by vendor preference. Verified pricing, standing verdicts, and the response cap that sends most people looking.
Sep 7, 2026
AI Intake Software Compared: What the Term Means and What to Buy
Search AI intake software and you get two unrelated markets in one result page. Here is the split, the four things AI can actually do to intake, and verified pricing on the tools that do it.
Sep 7, 2026
Best Conversational Form Builders in 2026: 9 Tools With Verdicts
Nine conversational form builders, each carrying a standing verdict from our directory. Verified pricing, the three products hiding behind one label, and which one wins each job.
Sep 7, 2026
Never need to catch up again
The weekly delta — only verdict changes and act-now items. No digest filler.
What do you need to do?
Start here. Pick a task and we'll point you to the right resource.
Compare AI models
Side-by-side benchmarks of GPT-4, Claude, Gemini, and more — updated weekly.
Find the right AI tool
Search our curated directory of AI tools filtered by use case, price, and integration.
Set up an AI workflow
Step-by-step guides to integrate AI into your existing processes.
Stay current on AI changes
Weekly changelog of model updates, new tools, and breaking changes.
Evaluate AI for my team
Frameworks for assessing ROI, risks, and readiness before adopting AI tools.
Our tools
We built these because nothing else solved the problem.
Gnosari
Gnosari is a conversational data collection platform: it replaces forms with conversations. Feedback, details, contacts, anything you need to gather, you say what you want to collect and the agent drives the conversation.
"We built it because forms lose most of the people who reach a page."
ConvOps
ConvOps is the workflow engine for autonomous AI systems: describe a process once from the AI client you already use, and your agents run it as a governed workflow, step by step, run after run.
"We built it to run Neomanex itself."
NeoReader
NeoReader is a web-to-markdown API with discovery built in: point it at a URL or a whole site and get back clean, LLM-ready markdown, tuned end to end for high-throughput ingestion.
"We built it because feeding raw web pages to a model wastes tokens and drags in boilerplate."
This site updates itself
Every changelog entry, model comparison, and tool listing is maintained by the same AI pipelines we build for our clients. No manual updates, no stale data.