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Mistral shipped Magistral on June 10, 2025 — a 24B Apache-2.0 reasoning model you can self-host. Here is the real cost crossover vs an API, and the data-residency case for Indian firms.
Apple shipped iOS 26, Liquid Glass, and an on-device Foundation Models framework at WWDC 2025. Here is the exact Q3 re-prioritisation list we gave three Indian app teams the next morning.
How we cut TalkDrill's AI inference bill by routing models per task, caching, and batching — while holding a voice-quality floor. The unit-economics math, the guardrails, and what we'd do differently.
A weekend build: a RAG support bot over your help docs using Claude and pgvector. Chunking, retrieval tuning, an "I don't know" guardrail, and an eval harness — with the config and numbers that worked.
On June 6, 2025 the RBI cut the repo rate 50bps to 5.50% and CRR to 3%. For a SaaS startup sitting on ₹4 crore in FDs, that's a measurable yield hit. A founder's 60-minute treasury and runway replan.
Sales reps skip writing call notes. This n8n flow takes a call recording, transcribes it, has Claude write a clean summary with action items, redacts PII, and drops it straight into the CRM — at a tiny cost per call.
Three files, three jobs. Robots.txt blocks or allows crawlers, sitemap.xml lists your URLs, and llms.txt points AI to your best content. Here is what each one actually does, what AI crawlers honour, and the minimal correct setup.
A 4-hour power cut and an ISP drop on the same monsoon afternoon can stall a 15-person office. This plan covers UPS sizing, dual-ISP failover, offline-first SaaS, and remote-access fallback you can set up before the rains peak.
Navigate the unique challenges of AI product management—from discovery through launch, with frameworks for handling uncertainty and building user trust.
Your books lock at FY-end on March 31. Before they do, run this 12-point cyber-hygiene sprint — access review, backup restore test, patch sweep, phishing test, token rotation — in two working days.
The ITR-1 and ITR-4 Excel utilities went live on May 30, 2025, with a new LTCG field. Here is the 45-minute filing walkthrough for a salaried founder, who can use ITR-1, and the errors that get returns rejected.
A 200-client CA firm checks GSTR-2B against purchase registers by hand every month. Here is an n8n workflow that auto-pulls 2B, runs the ITC reconciliation logic, and emails a mismatch report per client.
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