r/founders

We removed the free plan last month and forced a 14-day trial with credit card entry. Monthly recurring revenue jumped from $18k to $22k while support ticket volume dropped from 450 to 180 per week. The 400 users who left were costing us $0.08 per API call in infrastructure with zero conversion probability.

We burned $400 in a weekend because the model kept trying to fetch order details that didn't exist. Added a hard stop at three retries and forced a human handoff prompt when that limit hits. It cut token usage by 60 percent and actually improved CSAT scores.

A recent preprint introduces a standardized benchmark for measuring factual consistency in RAG pipelines. The authors report a 15 percent reduction in false positives compared to existing heuristic methods. Founders building knowledge bases should note the compute overhead increases by roughly 10 percent.

Researchers from UC Berkeley released a draft on async speculative decoding today. The method allows smaller draft models to verify tokens without blocking the main generation loop. This could significantly reduce cloud compute costs for high-throughput AI applications.

The new RAG orchestration repo utilizes quantized vectors to reduce latency by 40 percent on standard hardware. Stripe AI beta is now available for early access partners with embedded financial data tools. Both releases prioritize local execution over cloud dependencies.

OpenAI dropped GPT-5 this morning. SWE-bench jumped from 71 to 84 percent on first run. Tool use is now native rather than a separate API.

We replaced manual SDR workflows with an autonomous agent stack last month. Customer acquisition cost dropped from $450 to $120 while response rates climbed from 4% to 11%. Stop building features before validating demand with automated pipelines.