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News
tokeneff: An Open-Source LLM Cost Meter That Runs Locally
3+ hour, 21+ min ago (338+ words) Most LLM dashboards show you the bill after the damage is done. You run a coding agent for an afternoon, ship a feature, and two days later your OpenAI dashboard says you spent $47. On what? Which model? Which request? You…...
Locking Exchange Rates for Multi-Currency Billing
3+ hour, 52+ min ago (759+ words) The problem When a subscription platform bills in more than one currency, the price a customer agreed to at checkout and the amount that eventually settles in your account are not the same number by default. Between the moment a…...
How Meta, Google, and LinkedIn Approach Ad API Access
3+ hour, 9+ min ago (32+ words) One integration problem, three completely different trust models, and only one of them charges you per person. A product I am building needs …...
Why Our LLM Bill Hit $31k Instead of $12k (The 4 Production Traps No Pricing Page Shows)
13+ hour, 21+ min ago (239+ words) Our Q2 LLM infrastructure bill came in at $31k against a $12k budget. After reverse-engineering every line item, we found that naive token math (multiplying input + output tokens from a model pricing page) completely fails once you run multi-turn agentic loops in production....
Your LLM bill isn't a mystery, it's a missing layer
14+ hour, 6+ min ago (362+ words) Most teams find out their LLM costs are a problem the same way: the invoice shows up, it's bigger than expected, and nobody can say exactly why. Not because the spend is random. Because nobody is watching the layer where…...
Hard Spend Ceilings, Budget Alerts, and Node.js Runaway Workload Drills
14+ hour, 49+ min ago (905+ words) A budget alert tells a person that a limit is close. A hard spend cap changes what the workload is allowed to do. In a fintech leaked-key drill, that difference decides whether the incident ends in a bounded denial or…...
The 5 Red Flags That Made Me Reject 5 Shopify Agencies
12+ hour, 21+ min ago (851+ words) The warning signs I found when comparing Shopify agencies before deciding who was worth hiring. What makes you reject a Shopify agency before …...
How I Built a 30-Day Content Calendar in 15 Minutes (Without AI Slop)
12+ hour, 28+ min ago (166+ words) The exact framework I use to automate marketing, write better ad copy, and close sales without grinding 12 hours a day. I have …...
Pay for AI API access with Bitcoin Lightning
1+ day, 1+ hour ago (248+ words) Lightning funding is now available on nullsink in beta. Pay an invoice, add prepaid credit, and use it with your existing tools. Lightning adds another way to fund the same prepaid API balance, alongside Monero and on-chain Bitcoin. If you…...