2025 is the year multimodal AI really stopped being a toy and started being part of real creative workflows. If you make videos, marketing assets, or visual content — or you ship products that lean on generated media — three names keep coming up: Runway, Synthesia, and Midjourney. They overlap, but they’re not the same […]
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Top 10 Methods to Reduce LLM Costs
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Model Procurement & Sandbox Playbook: How PMs Evaluate Third-Party Models Safely
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Operationalizing RLHF: SaaS-Scale Human Feedback
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Model Interoperability: Multi-Vendor Fallbacks
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Accounting for LLM Costs: Per-Feature Amortization Models for SaaS
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Security: LLM-Targeted Attack Techniques & Defensive Product Releases
Best iPaaS & Integration Tools (Zapier Alternatives 2025)
the iPaaS market in 2025 is fast-moving. New entrants bring cheaper, more focused automation; developer-first platforms blur the line between integration and code; and enterprise vendors are retooling for governance, observability, and AI-enabled pipelines. If Zapier is the universal Swiss Army knife for quick automations, the ecosystem today offers sharper scalpels for specific needs — […]
Anthropic’s Claude Sonnet 4.5 — Extended Agent Runtimes & Code Gains
Anthropic’s new Claude Sonnet 4.5 is being positioned as a milestone release for agentic AI and developer productivity: the company claims it sustains truly long-running autonomous tasks while delivering top-tier coding ability and better, safer behavior than prior Claude models. For engineering teams building agent-driven workflows, IDE assistants, or production-grade automation, Sonnet 4.5 is worth […]
The EU AI Act & Global Compliance Roadmap — What SaaS Vendors Must Do in 2025
The EU’s landmark AI Act is changing the rules of the road for software vendors that embed AI into products and services. For SaaS vendors, the Act is not a theoretical policy exercise — it forces concrete lifecycle changes: classification of products by risk, ongoing monitoring, documentation requirements, incident reporting, human oversight, and data-governance obligations. […]
The Rise of LLMOps: Productionizing Large Language Models at Scale (2025 Playbook)
Enterprises are rapidly adopting large language models (LLMs) to power search, assistants, content generation, summarization, and novel customer experiences. But dropping a foundation model into production is not the endpoint — it is the start of a complex operational journey. LLMOps (Large Language Model Operations) has emerged as the discipline and toolchain that closes the […]
Meta Launches Vibes Feed Packed With AI Generated Videos
Meta recently launched Vibes, a short-form feed of AI-generated video clips inside the Meta AI app and on meta.ai. The feature lets users generate, remix, and share bite-size videos created by generative models. Each clip can be altered — change the music, update the visual style, remix motion or color — and the platform surfaces […]
Windows ML GA — How On-Device AI Transforms Apps & Privacy
Microsoft announced Windows ML as generally available for developers in 2025 — a native, production-ready on-device inference runtime included in the Windows App SDK that makes it dramatically easier to ship AI features that run locally on Windows 11 devices. In short: Windows wants AI to run on the PC itself, not just in the […]
Top 10 LLM Coding Assistants — Best AI Pair Programmers in 2025
Large language models (LLMs) have fundamentally changed how developers write, review, and reason about code. In 2025, coding assistants are no longer simple autocomplete tools — they have become context-aware teammates: they can search multi-repo codebases, propose PRs, generate tests, surface security issues, and run agent-like workflows that complete multi-step tasks. This article walks through […]
AI Hardware & Accelerator Strategy: Pick Chips, Cut Costs
Enterprises and SaaS vendors face a growing hardware question: how to run modern AI models cheaply, quickly, and sustainably. New classes of accelerators — NPUs, domain-specific ASICs, cloud TPUs and next-gen GPUs — are reshaping the classic tradeoffs between performance, power, cost, and developer velocity. This playbook explains the landscape in 2025, compares hardware families […]
Build a Micro-SaaS in 30 Days: A Practical, Actionable Tutorial
Micro-SaaS is the art of shipping a tiny, focused SaaS product that solves a narrow, painful problem for a specific group of users. The point is speed: validate product-market fit fast, get paying customers quickly, and iterate. This tutorial walks through a complete, day-by-day 30-day plan plus the technical, marketing, and operational details needed to […]