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Work notes on AI, ads, and digital systems for business owners and teams.
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An 8-step tutorial: capture ad_id from the Instagram and Messenger DM webhook, store the PSID or IGSID per thread, then send LeadSubmitted through Purchase to Meta with CAPI business_messaging. Covers the 24-hour window and the Threads status.
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The AI chatbot bill rises with chat volume. This article covers 4 savings layers, a B2B client case where cost per reply fell about 30x, and how Jev picks which chat needs a reply.
ChatGPT Ads became available in Indonesia on 23 September 2026. This article shows how to read intent in a conversation, write context hints for hot users, set up oppref tracking, and run 4 scenarios with dummy data.
Anthropic adds its EU AI Act text watermark to Claude Fable 5, Sonnet 5, and Opus 4.8 from 30 September 2026. Price, latency, and API format stay the same. This article explains how it works, what it proves, the Article 50 label duties, and 6 steps for your team.
ChatGPT Work on the web uses MCP through a plugin. The Codex file on a laptop does not fill that chat. This article separates the two paths, then closes with the MCP Events limits.
OpenClaw pulled macOS build 2026.9.6 from its update feed after reports of a crash on every launch. Here is the operational impact and the safe recovery path.
Four low-cost AI models with prices that look alike. This article compares official prices, independent scores, and our own test, then gives 5 steps to pick a model per use case.
A tested guide to Claude Code agent teams and cross-session messaging on 3 Claude accounts. It covers token launchers, 1 config folder, session names, SendMessage, idle notices, inbound message settings, and the limits that stay.
Three models launched on 22 September 2026. This article compares price, specs, vendor benchmarks, independent tests, and our own test, then gives 4 steps to pick a model per job.
From 1 October 2026, WhatsApp API replies cost Rp356.65 per message in Indonesia after 1,000 free messages per business number. This guide gives the formula, 8 steps in WhatsApp Manager and the API, and 7 days of data from our own number.
A landing page development service for paid traffic must include copy, responsive design, conversion tracking, speed tests, and a clear handover.
Qualcomm released the Adreno Neural Fusion SDK on September 23, 2026. Learn its impact on rendering, compute cost, device support, measurement, and mobile team workflows.
Yes, after 1,000 free service messages per business number per month. This article answers 12 cases: chatbots, utility templates, Click to WhatsApp ads, groups, foreign customers, and the normal WhatsApp Business app, with a Meta source in every answer.
Anthropic released Claude Opus 5.5 on 22 September 2026 at $4 and $20 per 1M tokens. This article covers the benchmarks, the new default effort, 4 breaking changes, and 6 steps to migrate from Opus 5.
OpenAI released GPT-6 Sol and GPT-6 Luna on 22 September 2026. API prices fall 50%, the context is 1,050,000 tokens, and you need 5 code changes before you move off GPT-5.6.
The price per token does not tell you the bill. Use a 4-part token formula, check the cache and the 272,000-token line, then calculate the cost per successful task in rupiah with the JISDOR rate.
Jev writes no text. It answers typed questions and returns choices, scores, and confidence. We pointed it at our own Agentic CRM: 227 sessions, 1,100 decisions, 20.8 seconds, 0.0094 USD. Here is how to wire it, and what it found.
Every WhatsApp API reply above 1,000 messages per business number now costs Rp356.65 in Indonesia. This guide gives 7 steps to send fewer messages per resolution, move chats into the free 72 hour window, and choose an AI reply engine, with data from our own number.
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