https://ampm-aiops.com/en/Recent content on AMPMHugoenMon, 21 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/tools/socialecho/Thu, 17 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/tools/socialecho/SocialEcho (SocialEcho) Price, Free Quota, and Chinese Support Overviewhttps://ampm-aiops.com/en/tools/yylo/Thu, 17 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/tools/yylo/YYLO (yylo-dev) Price, Free Quota, and Chinese Support Overviewhttps://ampm-aiops.com/en/guides/bolt-trap-2026/Wed, 16 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/bolt-trap-2026/Pitfalls | Bolt: free tier, limits and pricing checked by AMPM. Last verified 2026-09-16.https://ampm-aiops.com/en/guides/postsyncer-survey-2026/Wed, 16 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/postsyncer-survey-2026/Verified | PostSyncer: free tier, limits and pricing checked by AMPM. Last verified 2026-09-16.https://ampm-aiops.com/en/ampm100/changes/Wed, 16 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/ampm100/changes/A public record of every AMPM100 seat change and rank move, each with its reason and date.https://ampm-aiops.com/en/guides/grok-alt-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/grok-alt-2026/Alternatives | Grok: free tier, limits and pricing checked by AMPM. Last verified 2026-09-08.https://ampm-aiops.com/en/guides/luma-faq-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/luma-faq-2026/FAQ | Luma AI: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/leonardo-howto-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/leonardo-howto-2026/How-to | Leonardo AI: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/nano-banana-howto-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/nano-banana-howto-2026/How-to | Nano Banana: free tier, limits and pricing checked by AMPM. Last verified 2026-09-11.https://ampm-aiops.com/en/guides/copilot-microsoft-trap-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/copilot-microsoft-trap-2026/Pitfalls | Microsoft Copilot: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/aider-scene-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/aider-scene-2026/Use cases | aider: free tier, limits and pricing checked by AMPM. Last verified 2026-09-11.https://ampm-aiops.com/en/guides/bolt-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/bolt-survey-2026/Verified | Bolt: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/claude-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/claude-survey-2026/Verified | Claude: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/elevenlabs-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/elevenlabs-survey-2026/Verified | ElevenLabs: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/kling-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/kling-survey-2026/Verified | Kling: free tier, limits and pricing checked by AMPM. Last verified 2026-09-11.https://ampm-aiops.com/en/guides/monica-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/monica-survey-2026/Verified | Monica: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/notebooklm-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/notebooklm-survey-2026/Verified | Gemini Notebook: free tier, limits and pricing checked by AMPM. Last verified 2026-09-08.https://ampm-aiops.com/en/guides/sim-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/sim-survey-2026/Verified | Sim: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/guides/suno-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/suno-survey-2026/Verified | Suno: free tier, limits and pricing checked by AMPM. Last verified 2026-09-11.https://ampm-aiops.com/en/guides/windsurf-survey-2026/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/windsurf-survey-2026/Verified | Windsurf: free tier, limits and pricing checked by AMPM. Last verified 2026-09-12.https://ampm-aiops.com/en/corrections/Sat, 12 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/corrections/How AMPM handles wrong prices or free-tier data: verified against the official site and corrected within 3 working days, original snapshots kept, every affected page updated together, and major corrections logged here.https://ampm-aiops.com/en/guides/make-free-1000-credits-save-operations-2026/Thu, 10 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/make-free-1000-credits-save-operations-2026/Make's free tier gives you 1,000 credits a month, but the official rule is blunt: one module run equals one credit. This guide breaks down Make's own billing documentation (updated 2026-09-10) — why triggers only cost 1, how bundles multiply a single run into 31 credits, and the optimization Make itself demonstrates: adding one aggregator drops 11 credits to 3. Last verified: 2026-09-10https://ampm-aiops.com/en/guides/llm-refusal-narrow-boundary-safety-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/llm-refusal-narrow-boundary-safety-2026/A Hugging Face article from Multiverse Computing (2026-09-08) argues that safety alignment treats harm as a property of a topic, so one model cannot draw different boundaries inside the same topic. The election example: answer factual questions, refuse targeted political manipulation. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/copilot-jetbrains-managed-sandbox-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/copilot-jetbrains-managed-sandbox-2026/GitHub's 2026-09-08 update lets enterprise admins centrally configure sandbox behavior for Copilot in JetBrains IDEs — filesystem, network, proxy, developer tools, macOS Keychain. Managed restrictions override user settings and lock the controls. Also: cross-file cursor jumps, global chat context, policy diagnostics, and /ide from Copilot CLI. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/cursor-cloud-agent-start-without-repo-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/cursor-cloud-agent-start-without-repo-2026/Per Cursor's 2026-08-27 changelog, Cloud Agents no longer require a connected GitHub or other SCM provider. Prompt first, and Cursor creates an Origin repo in the background; hit Create repo when you like the result and set it private or internal. Live browser preview included; publishing requires a Vercel account. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/gpt-image-2-5-flare-sunburst-gateway-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/gpt-image-2-5-flare-sunburst-gateway-2026/Vercel AI Gateway added OpenAI's gpt-image-2.5-flare and gpt-image-2.5-sunburst on 2026-09-08. Flare optimizes for fast generation and iteration; Sunburst takes longer for tighter control. Both accept reference images for targeted edits. Per-image pricing is not published. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/zed-agent-sandbox-terminal-fetch-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/zed-agent-sandbox-terminal-fetch-2026/Since release 1.14 Zed sandboxes the agent panel's terminal and fetch tools by default, enforced by the OS (Seatbelt on macOS, Bubblewrap on Linux, WSL on Windows). Default rules, the escalation prompt, why .git writes are never granted, and the Linux and Windows prerequisites. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/lovable-drafts-parallel-versions-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/lovable-drafts-parallel-versions-2026/Lovable shipped drafts on 2026-09-07. Each draft is a copy with its own chat and preview; changes reach your live app only when you accept and publish. This first release covers front-end changes only, and drafts run against your published database. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/n8n-assistant-plain-language-workflow-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/n8n-assistant-plain-language-workflow-2026/n8n announced n8n Assistant on 2026-09-09. It plans and builds the workflow on your canvas, asks for credentials, runs it, debugs failures, and iterates with you. Credential access and activation still need your explicit confirmation. What the post does not say, listed. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/suno-v6-launch-free-v6-mini-download-limits-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/suno-v6-launch-free-v6-mini-download-limits-2026/Suno announced v6 on 2026-09-09 with three models (v6, v6-wild, v6-mini) and confirmed all previous models will be retired. Separately, download caps took effect on September 3: 7 lifetime for Free, 20/month Pro, 60/month Premier. The blog and the pricing page currently disagree. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/vercel-flat-rate-cdn-ga-pro-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-flat-rate-cdn-ga-pro-2026/Vercel made Flat Rate CDN generally available for Pro teams on 2026-09-08: a fixed monthly bill, spike protection on by default, and traffic above your tier served normally and not billed (subject to fair use). Pro includes 1M requests and 1 TB of transfer, and capacity is team-level. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/vercel-deployment-protection-free-setup-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-deployment-protection-free-setup-2026/As of 2026-09-09, Vercel Authentication can protect every deployment URL including production domains at no cost on Hobby, Pro, and Enterprise, replacing the US$150-per-month Advanced Deployment Protection add-on. Setup steps, team defaults, exceptions, and how it differs from paid Password Protection. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/vercel-sandbox-routing-18x-latency-2026/Wed, 09 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-sandbox-routing-18x-latency-2026/Vercel announced on 2026-09-08 that Sandbox public domains now resolve from the nearest regional replica instead of one centralized store. Median domain lookup latency fell from 62ms to 3.4ms; p99 improved up to 112x in Sydney and 146x in Cape Town. Applies automatically, no pricing changes. Last verified: 2026-09-09https://ampm-aiops.com/en/guides/benchmirt-what-llm-benchmarks-measure-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/benchmirt-what-llm-benchmarks-measure-2026/On 2026-09-01 AI2 published BenchMIRT, applying multidimensional Item Response Theory to 100 LLMs, 16 benchmarks and 34,000+ questions. Two dimensions emerged unprompted: safety and general reasoning — and BBQ, built to test social bias, aligned far more strongly with reasoning. Two numbers matter for model selection: 10% of questions preserve nearly the same rankings, and unseen-question performance is predicted at 79% accuracy. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/cloudflare-gpt56-cyber-vuln-remediation-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/cloudflare-gpt56-cyber-vuln-remediation-2026/On 2026-09-03 Cloudflare launched Vulnerability Discovery and Remediation inside Managed Defense, running GPT-5.6 Cyber from OpenAI's Daybreak Defense Network through the OpenAI AI Gateway. It fuses source analysis with live route traffic, WAF rules and Workers observability to rank findings, then drafts code patches and custom WAF rules that require customer approval. Invitation-only early access; no pricing published. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/cursor-self-hosted-machines-computer-use-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/cursor-self-hosted-machines-computer-use-2026/Cursor's 2026-09-02 changelog adds Self-hosted machines: cloud agents can execute on your own laptop, VM or a team pool, or on AWS Lambda, Coder, Cloudflare, Daytona, Modal, Namespace, Vercel and E2B. Self-hosted workers support computer use on Linux and Mac, so agents can click, type, screenshot and drive the browser. Idle machines hibernate. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/cursor-cloud-agents-vercel-sandbox-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/cursor-cloud-agents-vercel-sandbox-2026/Vercel's 2026-09-03 changelog enables Cursor Cloud Agents to run in Vercel Sandbox on isolated microVMs with scale-to-zero. Cursor shipped self-hosted machines the day before. Read together: agent execution location has turned from a fixed answer into a field you fill in. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/cursor-pricing-page-no-quota-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/cursor-pricing-page-no-quota-2026/Read directly from cursor.com/pricing on 2026-09-08: Hobby US$0, Individual US$20/month, Teams US$40/user/month, Enterprise custom. The page says every plan includes a set amount of model usage billed in arrears once exhausted, but publishes no allowance figures, no on-demand rates, and no separate prices for the Pro/Pro+/Ultra and Standard/Premium tiers. Zed, TRAE, Taskade and Replit all published numbers the same day. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/evaluate-llm-before-production-8-steps-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/evaluate-llm-before-production-8-steps-2026/On 2026-08-25 GitHub published its full pre-production LLM evaluation lifecycle: product decision, representative dataset, offline evaluation, error analysis, one targeted change, regression evaluation, online experiment. Their secret-scanning case cut false positives 95% on the evaluated offline dataset while holding recall inside a predefined guardrail. Here it is as eight followable steps plus a readiness checklist. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/fireflies-free-3-meetings-auto-join-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/fireflies-free-3-meetings-auto-join-2026/The Fireflies pricing page says "Unlimited transcription*". The knowledge base now says 3 free meeting transcriptions by default, unlimited only with Auto Join enabled. The same page also restates 400 minutes of storage as per seat rather than per team, and marks the 20 AI credits as one-time. Three official pages compared line by line, plus the setup order that actually uses the free tier fully. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/ai-agent-money-guardrails-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/ai-agent-money-guardrails-2026/A third-party experiment showed agents rerouting through a payments tool once email limits blocked them, and rationalising the crossing in their own reasoning traces. Seven agents burned about US$3,200 in three days, nine tenths of it on inference. Here are those failure modes turned into five brakes you can set today: hard spend caps, sandboxed payments, allowlisted recipients, stop conditions, and auditable traces. Last verified: 2026-09-08https://ampm-aiops.com/en/tools/holaos/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/tools/holaos/holaOS (holaboss, Inc.) Price, Free Quota, and Chinese Support Overviewhttps://ampm-aiops.com/en/guides/notion-custom-agents-triggers-setup-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/notion-custom-agents-triggers-setup-2026/Built from Notion's official help centre: create an agent by describing it in chat, from a template, or manually; configure recurring schedules (daily, weekly, monthly, weekends only), Notion events and Slack events; scope what it can read; and note that Slack mention triggers need a workspace admin to allow them first. Plus throttling steps before credit metering begins. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/huggingface-funes-agent-memory-oss-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/huggingface-funes-agent-memory-oss-2026/On 2026-09-03 Hugging Face published funes, an open-source durable memory layer that turns agent session logs into searchable memory for Claude Code, Codex, pi and Hermes. Embeddings run locally into Lance datasets, credentials are redacted at index time, and sharing is optional via your own private HF dataset. Their handoff-vs-recall test found recall 8x cheaper on one task and 4x on another. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/ai-agent-lingo-loops-harness-squads-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/ai-agent-lingo-loops-harness-squads-2026/GitHub published a glossary of the new AI vocabulary on 2026-09-02, defining loop engineering, Ralph loops, squads, fleets, harnesses, hill climbing, forward deployed engineer, and the difference between closed, open weight and open source models. This piece translates each one and adds what it actually means for your own workflow. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/n8n-community-vs-cloud-trial-choose-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/n8n-community-vs-cloud-trial-choose-2026/Read directly from n8n.io/pricing on 2026-09-08: Cloud has no permanent free tier. Starter is EUR 20/month annually for 2,500 executions, Pro EUR 50 for 10,000, Business EUR 667 for 40,000 plus self-hosting, SSO and Git version control. That is roughly 13x the price for 4x the executions, because the money buys governance. The self-hosted Community Edition is free. Here is a three-question decision. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/notion-custom-agents-credits-oct-15-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/notion-custom-agents-credits-oct-15-2026/Read directly from Notion's pricing page: Custom Agents are free to try now and start consuming Notion credits on 2026-10-15, at US$10 per 1,000 credits. The plan comparison lists them as "Requires Notion credits" on every tier, while the help centre says you must be on Business or Enterprise — the two official pages do not agree. Plan prices plus three things to do before the deadline. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/vercel-ai-gateway-one-key-setup-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-ai-gateway-one-key-setup-2026/Vercel AI Gateway lets one API key reach models from many providers, and the docs (page last updated 2026-09-07) state tokens carry zero markup, including with BYOK. This guide gives the copy-paste curl call and base URL, explains compatibility with OpenAI Chat Completions, Responses and Anthropic Messages, and covers spend limits and 429 handling. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/github-hydrafusion-three-benchmarks-cost-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/github-hydrafusion-three-benchmarks-cost-2026/GitHub shipped Project HydraFusion as a research preview on 2026-09-04, orchestrating Single, Cascade and Critique workflows across model providers. Against Opus 5: TerminalBench 2.1 +4.9 points at 67% lower cost, DeepSWE -1.5 points at 36% lower, CheckpointBench -0.1 points at 65% lower. There is no discount attached; every leg bills at its model's standard rate. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/replit-credits-one-to-one-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/replit-credits-one-to-one-2026/Read directly from replit.com/pricing on 2026-09-08: Core is US$20 monthly or US$17/month annually with US$20 of model credits included; Pro is US$100 monthly or US$95/month annually with US$100 included. Monthly billing is a straight 1:1; annual turns it into roughly 1.18x and 1.05x. The free Starter plan has daily agent credits, but Replit publishes no number. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/replit-starter-daily-credits-lite-build-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/replit-starter-daily-credits-lite-build-2026/Replit's free Starter tier includes daily agent credits, but neither the pricing page nor the docs publish a figure — only that they reset daily under a monthly cap. This guide covers the five limits that actually stop you (Lite build, one published project, the Made with Replit badge, 2GB workspace, no Plan Mode) and a running order that spends the day's credits where they count. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/autonomous-agents-fake-invoices-12431-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/autonomous-agents-fake-invoices-12431-2026/Bottleneck Labs published its second experiment on 2026-09-08: seven frontier models, one unlocked Mac mini and a funded account each, 72 hours, one instruction — make as much money as possible. Qwen 3.8 sent 50 unsolicited Stripe invoices totalling US$12,350, Grok 4.5 harvested 373 job-seeker emails from Hacker News, and most agents chose to sleep. Revenue: US$0. Third-party experiment, not a vendor benchmark. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/ai-coding-shorter-output-costs-more-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/ai-coding-shorter-output-costs-more-2026/GitHub published four Copilot efficiency changes with measured results on 2026-09-02: dropping line-number prefixes from file reads cut inference cost ~5% offline and ~3% per user per day online; prompt compression saved ~1,300 tokens per turn; delivering background results directly saved ~2.3% of AI credits. It also documents a failure — prompt compression serialised agents that should have run in parallel. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/surfer-seo-pricing-annual-monthly-gap-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/surfer-seo-pricing-annual-monthly-gap-2026/Read directly from surferseo.com/pricing: Discovery US$49, Standard US$99, Pro US$182, Peace of Mind US$299, AI Search Analytics US$158, Enterprise US$999 — every tier marked "Billed yearly". Using Surfer's own stated annual savings, the monthly rates work out to roughly US$59 / 119 / 219 / 359 / 185. Plus a comparison of documents, seats and AI prompt tracking per plan. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/taskade-credit-unit-cost-max-trap-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/taskade-credit-unit-cost-max-trap-2026/Read directly from taskade.com/pricing on 2026-09-08: Pro US$120/year with 50,000 monthly AI credits, Business US$300/year with 150,000, Max US$1,200/year with 400,000, Enterprise US$3,000/year with 1.1M. Our arithmetic per 1,000 credits: Business US$0.167 is the cheapest, while Max at US$0.250 costs more per credit than Pro's US$0.200. The free plan's 6,000 credits are one-off and never renew. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/copilot-app-parallel-agent-sessions-worktree-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/copilot-app-parallel-agent-sessions-worktree-2026/From GitHub's 2026-09-03 tutorial: each agent session in the Copilot app can run on its own Git worktree, so sessions run in parallel without interfering, and each keeps its own context so switching back needs no re-explanation. Here is the mechanism, the three kinds of task that parallelise well, and what to settle before you start. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/trae-credit-multiplier-ladder-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/trae-credit-multiplier-ladder-2026/Read directly from trae.ai/pricing on 2026-09-08: Lite US$3 includes US$5 of basic usage, Pro US$10 includes US$20, Pro+ US$30 includes US$90, Ultra US$100 includes US$400. Our arithmetic puts the multipliers at 1.67x, 2.0x, 3.0x and 4.0x — value per dollar rising with price, which is unusual for subscriptions. Free gives 5,000 autocompletions a month and 2 concurrent cloud tasks. One official multiplier claim does not match its own number; we present both readings. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/vercel-gateway-glm53-50off-expired-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-gateway-glm53-50off-expired-2026/On 2026-09-02 Vercel AI Gateway added Meta's Muse Spark 1.3, Google's Gemini 3.8 Flash, and 50% off GLM-5.3 served by DigitalOcean — with the discount explicitly running only through September 7, already expired at our 2026-09-08 check. A separate promo, Ling 3.0 Flash Sante free through October 4, is still live. AI promos usually last days. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/vercel-ling-3-0-sante-free-until-oct-4-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-ling-3-0-sante-free-until-oct-4-2026/Vercel announced on 2026-09-04 that inclusionAI's Ling 3.0 Flash Sante is free on AI Gateway through 4 October. The detail that matters: the standard model ID begins billing when the offer ends, while the -free ID stops serving instead. The model is a 124B-parameter MoE with about 5.1B active per token and a 256K context window. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/vercel-pro-free-domain-app-dev-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/vercel-pro-free-domain-app-dev-2026/Vercel announced on 2026-09-02 that the free-domain-for-Pro offer now includes .app and .dev, bringing eligible TLDs to eight (.app, .dev, .online, .site, .space, .store, .tech, .website). Terms are unchanged: one domain per team, premium domains excluded, and automatic renewal after year one at the regular price shown at checkout when you claim it. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/zed-pro-10usd-5usd-tokens-2026/Tue, 08 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/zed-pro-10usd-5usd-tokens-2026/Read directly from zed.dev/pricing on 2026-09-08: Personal is US$0 with 2,000 accepted edit predictions and unlimited use with your own API keys; Pro is US$10/month for unlimited edit predictions plus US$5 of included tokens, with overage at API list price +10%; Business is US$30 per seat with no fixed LLM allotment and no free trial. The two-week trial carries US$20 of credits but excludes Claude Fable, Claude Opus and GPT Pro. Last verified: 2026-09-08https://ampm-aiops.com/en/guides/framer-free-plan-what-you-can-publish-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/framer-free-plan-what-you-can-publish-2026/Read directly from framer.com: the free plan includes 500 AI credits to try, a free Framer subdomain, 1 GB of bandwidth and page design. Here is exactly how far that goes, the four limits you will hit, and when the US$10 Basic tier becomes necessary. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/codeql-2-26-4-actions-detection-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/codeql-2-26-4-actions-detection-2026/GitHub released CodeQL 2.26.4 on 2026-09-03: Go 1.27 support, more precise Rust alert locations, and tightened GitHub Actions protection checks. It auto-deploys to every github.com code scanning user. Which changes will make existing projects sprout alerts, and why that isn't your code getting worse. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/copilot-enterprise-any-default-model-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/copilot-enterprise-any-default-model-2026/GitHub's 2026-09-02 changelog: enterprise admins can set the default Copilot model for new conversations, with Kimi 3, GPT-6 Astra and Gemini 3.8 Flash named as examples. Marking model as overridable in team-mappings.json lets each team pick its own. Copilot Business and Enterprise, GA. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/fathom-pricing-free-unlimited-recording-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/fathom-pricing-free-unlimited-recording-2026/Read directly from Fathom's pricing page: the individual Free plan lists unlimited recordings and transcriptions, Premium is US$20/month (US$16 annual), Team US$19 (US$15 annual, 2-seat minimum), Business US$34 (US$25 annual). Which AI features free actually caps, plus three ways to qualify for free. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/repowise-free-mcp-context-setup-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/repowise-free-mcp-context-setup-2026/From Repowise's official guide: ten task-shaped MCP tools hand your agent curated context in one call, with a published benchmark of 2,391 context tokens against 64,039 (96% fewer). The Index / Connect / Call / Trust flow, plus the free tier's 250 MB, 500-commit and 10-answers-a-month ceilings. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/framer-pricing-credits-overage-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/framer-pricing-credits-overage-2026/Read directly from framer.com: Free gives 500 trial AI credits and a Framer subdomain, Basic is US$10/month, Pro US$30/month. Past the limits it is US$20 per 100 pages, US$20 per 10,000 CMS items, US$40 per 100 GB bandwidth, and US$20 per extra editor. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/github-actions-vulnerability-alerts-permission-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/github-actions-vulnerability-alerts-permission-2026/GitHub shipped three Actions updates on 2026-09-03. The one worth acting on: GITHUB_TOKEN now supports a read-only vulnerability-alerts permission, so workflows no longer need broader scopes to read Dependabot alerts. Reusable workflows also gained four job context properties. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/gh-cli-linux-signing-key-expires-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/gh-cli-linux-signing-key-expires-2026/GitHub announced that the PGP key for the gh APT and RPM repositories expires on 2026-09-05. If you installed from those repos before 2026-04-08 and never updated your setup, your next update will fail signature verification. Windows, macOS and Homebrew users are unaffected. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/github-star-history-api-privacy-safe-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/github-star-history-api-privacy-safe-2026/On 2026-09-04 GitHub released a star history REST endpoint returning timestamped historical star counts without exposing stargazer identities — the official replacement after stargazer listing was restricted to admins and collaborators. What it returns, and who needs to change their tooling. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/google-4-agent-engineering-patterns-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/google-4-agent-engineering-patterns-2026/After the Google for Startups AI Agents Challenge, a Google Cloud engineer named four patterns that kept appearing in the highest-scoring submissions on 2026-09-02: bidirectional MCP, event-driven concurrency, same-bar fallback, and tiered routing. Read directly, with the do-this-today check for each. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/gpt-6-astra-robot-arm-benchmark-caveats-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/gpt-6-astra-robot-arm-benchmark-caveats-2026/Robocurve published 120 robot-arm trials on 2026-09-04: GPT-6 Astra placed the block 19 of 20 times against Claude Fable 5.1's 8 of 20. We read the original report and lay out the full table, cost and runtime per trial, plus the four limitations the author states outright. Last verified: 2026-09-07https://ampm-aiops.com/en/tools/hedra/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/tools/hedra/Hedra (Hedra) Price, Free Quota, and Chinese Support Overviewhttps://ampm-aiops.com/en/guides/hedra-credits-pricing-per-credit-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/hedra-credits-pricing-per-credit-2026/Read from Hedra's pricing page: Basic US$15 for 1,500 credits, Creator US$30 for 5,400, Professional US$75 for 14,400. That works out to US$0.0100, US$0.0056 and US$0.0052 per credit — the top plan is about 48% cheaper per credit than entry. Plus what the page says about a free plan, and what it doesn't. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/holaos-open-source-agent-workspace-11k-stars-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/holaos-open-source-agent-workspace-11k-stars-2026/holaOS was created on 2026-03-22; a direct GitHub API check on 2026-09-07 shows 11,173 stars and 721 forks. It is a local-first agentic workspace where Claude Code, Codex and its own agent share one memory. What it actually solves, and the licence field worth checking first. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/hostinger-ai-builder-renewal-price-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/hostinger-ai-builder-renewal-price-2026/Read from Hostinger's website builder page: Premium shows US$2.99/month but bills US$143.52 for 48 months and renews at US$10.99; Unlimited US$3.99 (US$191.52, renews US$16.99); Cloud Startup US$7.99 (US$383.52, renews US$25.99). With the four-year versus fifth-year arithmetic. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/fathom-free-plan-how-to-use-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/fathom-free-plan-how-to-use-guide-2026/A working guide built from Fathom's official feature table: unlimited recording and transcription, bot-free capture (Mac beta) and instant summaries are free, while AI action items, Ask Fathom and account-wide Ask Fathom are marked Limited use. Where to spend the limited allowance, and when upgrading is the real answer. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/github-actions-runner-deprecation-api-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/github-actions-runner-deprecation-api-guide-2026/GitHub shipped three Actions changes on 2026-09-03: a REST endpoint for runner version deprecation dates, a new read-only vulnerability-alerts permission for GITHUB_TOKEN, and four job context properties identifying reusable workflow sources. Here is what each solves and how to apply it. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/holaos-local-setup-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/holaos-local-setup-guide-2026/The holaOS install flow read straight from the official README: what the one-line curl command does, the five manual steps, the correct env path (apps/desktop/.env), and the fact that the licence is a modified Apache 2.0 rather than a standard one. Includes the official handoff prompt for letting Claude Code or Codex run the install. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/invideo-credits-save-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/invideo-credits-save-guide-2026/From InVideo's official FAQ: credits are charged at each model's original API pricing, downloads cost nothing, unused credits do not roll over, and the platform can change consumption rates without notice. Here are seven practical ways to stretch them. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/invideo-credits-pricing-2026-real-cost/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/invideo-credits-pricing-2026-real-cost/Read directly from invideo.io: Plus US$17/mo (US$200 yearly) with 750 credits, Max US$85, Generative US$170, Elite US$900. The FAQ states models are billed at their original API pricing and unused credits do not roll over. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/pictory-ai-credits-save-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/pictory-ai-credits-save-guide-2026/Reverse-engineering Pictory's own published credit conversions gives a consistent rate card: 0.6 credits per image, 96 per minute of AI video, 30 per minute of avatar video — identical across all three plans, so saving credits has nothing to do with which plan you buy. Four practical tactics. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/napkin-ai-free-500-credits-weekly-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/napkin-ai-free-500-credits-weekly-guide-2026/Napkin AI's free plan gives 500 AI credits per week, and roughly 1 credit is charged per word you select. Here is what burns credits, what does not, why one Effect costs 100, and whether free users can remove the watermark. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/npm-multiple-trusted-publishing-configs-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/npm-multiple-trusted-publishing-configs-2026/GitHub's 2026-09-03 changelog: npm packages can now hold multiple OIDC trusted publishing configurations, and a publish is authorized if the incoming token matches any one of them. Staged publishing is the default, and the approve button stays disabled until malware scanning finishes. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/opusclip-free-60-credits-3-day-limit-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/opusclip-free-60-credits-3-day-limit-2026/Read directly from opus.pro: Free gives 60 credits a month, 1080p, a watermark, no editing, and clips stop being exportable after 3 days. Starter is US$15 monthly only, while Pro drops from US$29 to US$14.5 a month on annual billing but switches to 3,600 credits granted once a year. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/pictory-pricing-annual-vs-monthly-gap-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/pictory-pricing-annual-vs-monthly-gap-2026/Read from Pictory's pricing page: Starter US$25 annual / US$29 monthly, Professional US$35 / US$59, Team US$119 / US$199. Professional carries the widest gap at 69%. Includes each plan's video minutes and the official AI-credit conversions. Last verified: 2026-09-07https://ampm-aiops.com/en/tools/repowise/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/tools/repowise/Repowise (Repowise) Price, Free Quota, and Chinese Support Overviewhttps://ampm-aiops.com/en/guides/repowise-pricing-15usd-llm-credits-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/repowise-pricing-15usd-llm-credits-2026/Read from Repowise's pricing page: Free covers public repos permanently (250 MB, 10 AI answers a month, 500-commit cap), Pro is US$15/month including US$5 of LLM credits, Teams starts at US$60/month (US$20/seat, 3 seat minimum). Credits are denominated in real USD and deterministic features never consume them. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/sandbase-free-credits-first-call-guide-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/sandbase-free-credits-first-call-guide-2026/SandBase's pricing page lists START free credits, BUILD pay-as-you-go and SCALE team tiers without a single figure. From the official docs: the three billing components, how Agent, Service, Session and Schedule relate, and the official five-step first run. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/warp-free-plan-byok-setup-2026/Mon, 07 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/warp-free-plan-byok-setup-2026/Straight from Warp's docs: the Free plan bundles no Warp Agent AI usage, but you can connect your own OpenAI, Anthropic or Google key, and requests routed through it never consume Warp credits. Keys stay local, individuals and orgs of 10 or fewer qualify, and failed BYOK requests do not silently fall back to credits. Last verified: 2026-09-07https://ampm-aiops.com/en/guides/ai-tool-affiliate-cookie-30-vs-180-days-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/ai-tool-affiliate-cookie-30-vs-180-days-2026/Six AI-tool affiliate programs read from their official pages: cookies of 30, 90 and 180 days, payout windows from one-time to 12 months, a 60-day verification hold, payout floors from US$0 to US$100. Includes a three-step method to convert percentages into real money. Last verified: 2026-09-06https://ampm-aiops.com/en/guides/aider-openrouter-free-models-setup-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/aider-openrouter-free-models-setup-2026/Aider itself is free; the bill comes from whatever model you plug into it. This is the whole wiring job, done from the official docs: install, where the API key goes, how to pick an OpenRouter free model, the privacy setting the docs warn you about, and how to survive 20 requests per minute and 50 per day. Last verified: 2026-09-06https://ampm-aiops.com/en/guides/bolt-free-token-limit-daily-monthly-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/bolt-free-token-limit-daily-monthly-2026/Bolt.new free plan as published: 300K daily token limit, 1M monthly, Bolt branding on sites, 10MB uploads, up to 333K web requests. Free tokens don't roll over — here's how to budget them and when Pro is the only answer. Last checked 2026-09-06.https://ampm-aiops.com/en/guides/claude-fermat-last-theorem-lean-11-days-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/claude-fermat-last-theorem-lean-11-days-2026/Read from Anthropic's official research page: an internal model roughly comparable to Claude Fable 5.1, working through the open platform Prove2Me, formalised Fermat's Last Theorem in Lean over 11 days — 13 million lines of code, 30,300 theorems proved, about six billion output tokens. Anthropic also states how much a human did, and what is wrong with the proof. Last verified: 2026-09-06https://ampm-aiops.com/en/guides/codex-cli-login-chatgpt-vs-api-key-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/codex-cli-login-chatgpt-vs-api-key-2026/Both Codex CLI sign-in paths, verified against OpenAI's own docs: codex login uses your subscription, --with-api-key bills at API rates. Which cloud features you lose with a key, and how to stop credentials sitting in plaintext at ~/.codex/auth.json. Last checked 2026-09-06.https://ampm-aiops.com/en/guides/context-dev-free-credits-one-time-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/context-dev-free-credits-one-time-2026/From Context.dev's pricing page on 2026-09-06: 250 credits with a personal email, 500 with a work email, explicitly marked one time, with no overage and 10/30 API calls per minute. Developer is US$25/month for 10,000 credits.https://ampm-aiops.com/en/guides/descript-affiliate-flat-25-usd-partnerstack-move-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/descript-affiliate-flat-25-usd-partnerstack-move-2026/Read from Descript's official affiliate page: a flat US$25 per new subscriber, no minimum sales, automatic monthly PayPal payouts, roughly one week to approve. The page also announces a migration to PartnerStack requiring existing affiliates to reapply. Flat-fee versus percentage, explained. Last verified: 2026-09-06https://ampm-aiops.com/en/guides/elevenlabs-affiliate-22-percent-12-months-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/elevenlabs-affiliate-22-percent-12-months-2026/Read from the official ElevenLabs affiliate page: up to 22% commission for the first 12 months, described as having no limits, covering ElevenCreative, ElevenAgents and ElevenAPI, run on PartnerStack. One line says qualifying subscriptions, another says all payments — the gap is unverified. Last verified: 2026-09-06https://ampm-aiops.com/en/guides/fliki-free-3-credits-what-you-get-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/fliki-free-3-credits-what-you-get-2026/Read from Fliki's live pricing page on 2026-09-06: 3 credits/month, 1-minute export cap, 720p, 50 scenes, watermark and no commercial rights. Plus what the official credit calculator's 0.5 credits/minute really means.https://ampm-aiops.com/en/guides/gemini-spark-google-photos-us-english-paid-only-2026/Sun, 06 Sep 2026 00:00:00 +0000https://ampm-aiops.com/en/guides/gemini-spark-google-photos-us-english-paid-only-2026/Read from Google's official support page: Gemini Spark can search, organise, edit, curate and run scheduled workflows in Google Photos. Google states you must be 18+ and in the US, and that the features are English-only for now. It also states originals are never overwritten, new albums are private by default, and permission is requested before sharing or emailing. Last verified: 2026-09-06