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Author: Awais
The modern checklist for evaluating platformsTool comparisons get noisy because demos hide the hard parts. This section turns the evaluation into a practical checklist, so you can see what will break before you sign.A useful test is simple: can you take one campaign from brief to post to community management to social media reporting without leaving the platform?Publishing and planningThis is where most platforms look similar until you run real volume. A modern social media publishing platform should handle channel-native formats, campaign context, and repeatable workflows.Use the checklist below to verify calendar clarity, speed, and reliability:If scheduling feels like data…
Agent Skills by Anthropic on Oct 16, 2025, as a way to extend Claude with reusable capabilities. Within months, the concept gained traction across the AI community and began evolving into a broader design pattern for building modular, portable agent capabilities beyond Claude itself. As an AI practitioner, I’ve been using Claude Code for quite some time and have seen many tutorials explaining how to create Agent Skills within the Claude ecosystem. However, when I tried to implement the same concept for our enterprise solution without relying on Claude, I quickly ran into a different set of design questions. What exactly defines…
Nothing slows your sales team down more than having to find contact information for a prospect. Every day, reps waste hours looking at company websites and LinkedIn profiles to find the right person to reach out to. Then, if they’re lucky, the rep might find a non-generic email address or phone number to reach them.Automatically add Seamless.AI contacts to a Google SheetTools like Seamless (formerly Seamless.AI) can give sales teams that valuable time back. An AI-powered sales platform, Seamless helps sales reps find verified contact information for leads by taking contact information already available online and putting it into a…
We all want media coverage. Positive coverage creates exposure, authority, trust, and often valuable backlinks. But for many people, the path to getting it is a mystery. Others believe myths about how it works. Some believe you have to be at the very top of your industry before the media will care about your story. That’s simply false. Others believe you can simply buy your way into media coverage. There’s a small degree of truth to that. You can find contributors willing to feature you (or your client) for a fee, but this blatantly violates every outlet’s contributor guidelines. You…
A federal judge has granted Amazon a preliminary injunction barring Perplexity AI from using its Comet browser agents to access password-protected Amazon accounts and systems. U.S. District Judge Maxine M. Chesney issued the order in San Francisco federal court, finding that Amazon is likely to succeed on the merits of its claims. The preliminary injunction also bars Perplexity from creating or using accounts for the purpose of AI agent access and orders the company to destroy Amazon data it collected through Comet. Amazon sued Perplexity in November, alleging the startup committed computer fraud by disguising Comet as a standard Chrome…
arXiv:2603.05860v1 Announce Type: new Abstract: Clinical image interpretation is inherently multi-step and tool-centric: clinicians iteratively combine visual evidence with patient context, quantify findings, and refine their decisions through a sequence of specialized procedures. While LLM-based agents promise to orchestrate such heterogeneous medical tools, existing systems treat tool sets and invocation strategies as static after deployment. This design is brittle under real-world domain shifts, across tasks, and evolving diagnostic requirements, where predefined tool chains frequently degrade and demand costly manual re-design. We propose MACRO, a self-evolving, experience-augmented medical agent that shifts from static tool composition to experience-driven tool discovery. From verified…
This is the classic risotto recipe every home cook should know. Built on traditional technique—short-grain rice, gradual liquid additions, and just enough stirring—it delivers creamy, glossy risotto with a tender bite every time. We prefer using salted water for a clean-tasting risotto that highlights the flavor of the rice, but your favorite stock (chicken, seafood, mushroom, etc.) can be substituted for extra richness. Once you’ve mastered the method, you can adapt it endlessly with vegetables, herbs, cheeses, or seasonal toppings.Tips for the best risotto:What is the best rice for risotto? Short-grain rice with high starch content, such as carnaroli or…
FAQsEnterprise social media gets complicated fast. These are the practical questions that tend to arise as you tighten governance, workflows, and reporting. What makes social media enterprise-level?Enterprise is defined by coordination cost. Multiple brands, regions, stakeholders, and compliance expectations turn publishing into a systems problem. When decisions require alignment across teams, you are doing enterprise social media, even if your posting volume is modest.How do large brands stay compliant on social media?They separate high-risk content from low-risk content with clear tiers, and codify what needs review. They also document disclosure rules, archiving requirements where applicable, and moderation standards. Lastly, they align…
What is Like-for-Like (L4L) to ensure that only comparable elements are compared. Elements can be products, stores, customer groups, etc. Here, you can read a good explanation of this topic. In the current case, I will build a solution for stores. Stores can open, close, or even be temporarily closed for renovations, repairs, or other reasons. Therefore, stores can be comparable or non-comparable when comparing current results with those of the previous year. This means that when a store wasn’t active for a specific period in the previous year, it is non-comparable in the current year, when it was active…
If you’re anything like me, you view meetings as a necessary evil. They can help you gather information and make sure everybody is on the same page, but remembering what you’ve learned—and following up after—can quickly monopolize your workday. AI-powered notetakers like Tactiq are a great way to capture meeting content. But taking notes is just the beginning. You need to turn those transcripts into actionable insights and share them with your team. That’s where automation comes in. Whether you need to create structured documents, assign tasks, share key points with stakeholders, or build a comprehensive knowledge base, Zaps—Zapier’s automated workflows—can transform…

