Normal view

Most small agencies go through this stage.

You're getting leads.

You're getting deals.

But suddenly things start getting messy.

• You forget a deal because nobody reminded you.

• You check every active deal manually just to see what's due tomorrow.

• Your database gets crowded with old deals and completed projects.

• You know follow-ups matter, but keeping track of everything takes too much time.

• Calculating your real pipeline value manually becomes impossible.

And yes...

You could build your own CRM.

But most agency owners should be spending their time getting clients, not building systems.

That's why I built this.

✅ Automatic weighted pipeline value

✅ Deal health tracking

✅ Follow-up visibility

✅ One-click Won / Lost organization

Instead of manually cleaning databases and moving things around.

If you're running a small agency or service business, I'd love to hear what you currently use to track deals.

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OpenAI Finds Evidence Other AI Agents Escaped Containment

By: BeauHD
31 July 2026 at 22:30
An anonymous reader quotes a report from Reuters: OpenAI has discovered other instances in which autonomous agents have escaped containment as the company expands its investigation of the hacking incident at tech firm Hugging Face that drew global attention this month, two people familiar with the matter said on Friday. The new breakouts were uncovered during the company's publicly announced investigation into how one of its agents escaped what was meant to be a contained testing environment this month, the two people said, and OpenAI is now looking into those instances as well. One of the sources said that the escapes were limited in nature and that none of the agents were thought to have left OpenAI's network. An OpenAI spokesperson referred to a statement issued by the company on Tuesday that said it was reviewing "broader activity from our models" in addition to the Hugging Face intrusion. The discovery of additional rogue behavior at OpenAI, even if limited in nature, could feed growing appetite for regulation coming out of the White House and elsewhere. The expanded investigation by OpenAI was launched shortly before its primary rival, Anthropic, disclosed that its models were also responsible for a series of break-ins that led to breaches at three other companies dating back to April, according to the two sources and a third source familiar with the matter. The recent discovery of other past breakouts at OpenAI has not previously been reported. AI safety experts said the new disclosures paint a portrait of a group of cutting-edge labs whose ability to develop dangerous autonomous hacking agents outstrips their ability to keep them under control. "We have a whole industry where the people designing, developing and putting out these tools aren't keeping up themselves to responsibly develop these things and keep them safe," said Maurice Chiodo, a mathematician who works at Cambridge University's Center for the Study of Existential Risk. Reuters could not establish exactly how many incidents OpenAI investigators found or the timings or circumstances under which they occurred. The three sources said OpenAI and outside experts were examining log data from earlier in the year in a bid to understand what took place.

Read more of this story at Slashdot.

What do you expect or what does your CRM do for you?

TL;DR scroll to the bottom where I have a —- that is where my question begins

I have had an interest in developing business systems as a software developer since early 2000

Back then my first contract job as a software developer was building a backend business system, which consisted of LMS, a contact manager with some sales reports .. they offered coaching and consulting for insurance agencies

I called that a BMS or business management system. That was my lingo almost 30 years ago. :p

Since then I’ve built a dozen BMS type systems for a variety of businesses from coaching and consulting, knowledge management and education, manufacturing across multiple industries (environment controlled systems, aerospace/MRO, distribution, industrial coatings, agriculture, heavy equipment, transportation, and railway most recently).

These are fairly complex systems typically would take about 3 to 5 years of full-time development. One of them turned into a full-time contract or gig that lasted over 12 years. :p

Over the last decade I’ve since renamed what I do “custom ERP developer for midsize markets who have unusual business requirements due to regulation, certification, etc”

Every single one of my clients just had off-course, albeit complex or sophisticated (I don’t know what the word is?) domain model requirements.

For instance, a project that can have one or more crew teams, each team can have one or more members - not totally unusual but wouldn’t work for MRO or industrial coatings or insurance.

Each of those three levels of hierarchy can have one or more associations like equipment .. and equipment can have consumables and/or tools which can be assigned to crew members or individuals or projects

Expenses that can be applied to projects or crew teams, or crew members

And on and on and on .. the list goes on .. the unique requirements of niche markets .. means that there is very little likelihood of finding an existing off the shelf piece of software that does what my clients need and that’s where I have entered the picture

Most of these systems have somewhat generalized versions of a PO .. sometimes a work order .. it’ll have a contact module with some minimal or limited version of what I would call a CRM with pipelines, kanban boards, etc.

—-

So here in lies my question. I see a CRM as a simple version of a sales tool that ties into a Contacts module of some sort simple SAAS apps like pipe drive I think it’s called or other simple CRM‘s where it’s literally a contact manager with some towing for sales people to keep track of sales pipelines and may be issue tracking at the most

But I’ve seen people talk about CRM’s like what I would call an ERP which if you didn’t know stands for enterprise resource planning

That is a blanket term for a piece of software that does everything .. it’s your God app.

So I’m curious if I start to market myself as this contract, I’m working on right now begins to wind down. Am I best to use language like ERP or CRM or custom software development?

I’ve always been very fortunate and capable of somehow finding contracts every year or every couple of years sometimes they overlap sometimes there’s a gap between projects

But I’m really starting to think I need to change that .. I need to bring in more work that I’m capable of doing solo, so I can actually build a business-ish :p

Regards,
Alex

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The Major Labels Propose Rules to Keep AI Slop Off the Charts

By: BeauHD
31 July 2026 at 18:00
Major record labels including Universal, Sony, and Warner have proposed excluding AI-generated songs from official charts unless they are "substantially human made," properly labeled, legally produced, and free from manipulation concerns. The Verge reports: The proposal goes quite a bit further than a labeling proposal put forth by the RIAA, the International Federation of the Phonographic Industry (IFPI), SAG-AFTRA, and others. That would create a set of standardized labels for AI-generated and AI-assisted music. The labels' proposal would require songs be clearly labeled, but it would also keep them off international charts unless they met specific criteria, including being "substantially human made." To be eligible, the songs would also have to respect the terms of service of whatever AI service was used, the model would have to have the rights to any data it was trained on, and "not raise stream or chart manipulation concerns." What sort of concerns and what constitutes "substantially human made" are currently vague. Sony Music, UMG, and Mom+Pop Music did not immediately respond to a request for clarification. The IFPI has thrown its weight behind the labels' proposal, though no charting organization has signaled any immediate plan to adopt the rules [...].

Read more of this story at Slashdot.

CRM Dataset

Hi everyone! I'm looking for a public (or open-source) CRM/ERP dataset that contains a realistic sales pipeline with opportunities, quotes/orders, invoices, and ideally several years of historical data for revenue forecasting.

Does anyone know of a benchmark, sample database, or anonymized dataset that resembles a real B2B sales workflow? Any suggestions would be greatly appreciated.

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CRM Survey - Non Profits

Hi everyone! I'm currently researching CRM and donor-management tools used across the nonprofit sector, and would love your input if you have 5 minutes. The link will be posted below

If you know anyone else in fundraising, ops, or database management at a charity who might be willing to fill it in too, I'd really appreciate you passing it along.

Thank you!

submitted by /u/Pure_Albatross2095
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Most Australian Teens Still On Social Media Three Months After Ban

By: BeauHD
31 July 2026 at 17:00
More than 81% of Australian children ages 10 to 15 were still using social media three months after the country's under-16 ban took effect, with roughly half saying platforms never checked their age. Reuters reports: In a study published on Friday, eSafety also found most children aged between 10 and 15 were using social media just as frequently in March as they had before the ban came into force on December 10 last year, while parental awareness of their habits decreased. Children's continued social media use took place even as account ownership declined to 42% from 52%, with "statistically significant" reductions across YouTube, Snapchat and TikTok in particular, the report said. "Most under-16s who had social media accounts before commencement were able to either retain them or create new ones at the three-month mark, with social media platforms' failure to implement effective age assurance measures cited as the main reason," eSafety said in a statement [...] Before the ban, nearly 86% of children surveyed reported using at least one age-restricted platform. Three months later, that figure remained above 81%, the report said. About 58% of teenagers reported using social media daily or more often, barely down from roughly 60% before the ban, it found. The report showed minimal change in "sports and physical activity, arts and music, spending time with friends and family, and attendance at community events." Around half the children who retained their accounts said platforms had not checked their age, the most common reason they were able to stay on the services. Others said their accounts listed them as aged 16 or older or that age-checking systems had incorrectly determined they were older. The findings broadly matched snapshot data eSafety published in late March.

Read more of this story at Slashdot.

Sony Heard Backlash Over Dropping PlayStation Discs, Plans to Press Ahead

By: BeauHD
31 July 2026 at 16:00
Sony says it will proceed with ending PlayStation disc sales in January 2028 despite petitions, boycott threats, and concerns about digital ownership and the disappearance of the secondhand market. PCMag reports: After Sony's recent earnings call, an investor Q&A session saw analysts ask about its controversial decision to end disc production across all of its consoles. The company hadn't publicly commented since its announcement and had reduced activity on social accounts and other marketing channels. Sony's chief financial officer, Lin Tao, broke that silence during the Q&A. "There are various reasons we made this decision," she said through an interpreter. "The biggest being that the digitalization of content overall has been progressing. That's the big factor. It's not just for PlayStation, but for all kinds of content, digitalization is progressing. "And so when we think about the future, and we put in a lot of thought and time, and we cautiously considered this, and we came to this conclusion, and we're going to cautiously move this forward," Tao said. "We have received various opinions, and people have strong views, and we understand that the community has put forth those views to us," said Tao. [...] Tao says Sony wants to "consider" the emotions of disgruntled customers, especially as titles are "connected to people's fond memories in many cases." Tao also alluded to the possibility of future measures to lessen the blow for anyone unhappy with the decision, but it appears Sony hasn't yet finalized what those may be. "In the future digital ecosystem, how do we engage the gamers is something that we would like to continue to explore," she said.

Read more of this story at Slashdot.

Hackers Targeted Municipal Water Systems In 7 States This Week, FBI Says

By: BeauHD
31 July 2026 at 15:10
An anonymous reader quotes a report from NBC News: Cyberattacks targeting municipal water systems have been reported in at least seven states this week, prompting the FBI and the Environmental Protection Agency to warn utilities nationwide that hackers are trying to disrupt critical water infrastructure. In a public service announcement Thursday, the agencies said water and wastewater utilities have reported incidents to the FBI, with some malicious activity degrading water operations. The announcement does not name the states. The warning comes after hackers targeted more than 30 municipal water facilities in Minnesota in an attack that had hallmarks of Iranian meddling, according to a law enforcement official. It is still under investigation. A spokesperson for Minnesota's information technology services agency said Thursday there was no indication the breaches contaminated any municipal water supplies. The federal Cybersecurity and Infrastructure Security Agency said in a separate alert that some larger attacks on water infrastructure had "resulted in boil water notices and sustained manual operations," though it did not say where. [...] The federal advisory said the malicious cyber actors, or MCAs, targeted specific brands of control systems used by municipal water utilities, though the FBI and the EPA urged operators of all systems to take precautions. [...] The agencies said the hackers remotely accessed internet-facing devices, changed IP addresses and passwords, and caused utilities to lose monitoring and control capabilities. The federal advisory calls on system operators to remove programmable logical controllers, or PLCs, from direct internet exposure by putting them behind secure gateways and firewalls; use strong passwords; and limit communications between authorized control system devices through access control lists.

Read more of this story at Slashdot.

New Google Earth AI Tool Could Fuel Misinformation, Experts Say

By: BeauHD
31 July 2026 at 14:00
Google has integrated its Nano Banana 2 image generator into Google Earth, allowing users to place AI-generated events and objects onto real satellite imagery. The company says its AI-generated images contain invisible watermarks detectable through Gemini or Lens, but the BBC found those safeguards and some third-party detection tools can be fooled into labeling manipulated Google Earth images as real. From the report: A collapsed Eiffel Tower, a sinkhole swallowing the Great Pyramid of Giza and Russian tanks in Ukraine's capital were among the images BBC Verify was able to create when testing the feature, which was rolled out on Thursday. Google has not yet responded to questions based on BBC Verify's tests, but in a social media post the company said they "take misinformation seriously" and that "we prevent image creation on harmful topics and are continually updating our protections." AI and misinformation expert Henk van Ess has highlighted the risks this feature poses, creating fake images of a non-existent nuclear power plant in Iran, a refugee camp on the US-Mexico border and a fake hospital in Gaza with a bomb crater next to it. He said Google was allowing "invented" imagery to be "welded to genuine coordinates, drawn on genuine imagery." "The forgery does not have to look convincing on its own. It inherits the credibility of the map it was born on," van Ess added. UPDATE 7/31/26 10:54 AM: Google is rolling back the image generation inside of Google Earth: "We know that people uniquely trust Google Earth for a reliable view of the world. We've seen geospatial professionals using this feature for a range of useful purposes, however we've also seen people sharing screenshots of generated imagery that appear to violate our policies. So we're rolling back this feature in Google Earth while we work on implementing stronger guardrails. It's important to note that generated images didn't appear in the main Google Earth experience for others to see and were watermarked as AI generated."

Read more of this story at Slashdot.

Suspected Chinese-Speaking Hackers Target Central Asian Governments With OctLurk and SilkLurk

A Chinese-speaking threat actor is suspected to be behind a fresh wave of cyber attacks targeting government organizations mainly located in Central Asia, including Afghanistan, Kyrgyzstan, Tajikistan, Uzbekistan, Kazakhstan, and the Syrian Arab Republic, since January 2025. These targeted organizations operate across several sectors, such as healthcare, research, government offices,

Advice on NXT & Prospecting/Research Integration

I am a development associate at a midsize nonprofit. We use Raiser's Edge as our CRM. I have been tasked with helping my department decide if we should switch from WealthEngine to ResearchPoint or iWave for research and prospecting. ResearchPoint is fully integrated with Raiser's Edge and would save time for staff. However, it's expensive and doesn't have the research capabilities like the other two do. Does anyone have any experience with this? Is there a tool that you could recommend to make the import/export process easier if we decide to stick with something outside of the Raiser's Edge ecosystem? Please help! I am new and a little in over my head here :)

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Publishers Are Losing Google Traffic As AI Answers Replace Links

By: BeauHD
31 July 2026 at 13:00
alternative_right shares a report from Axios: Google has basically stopped sending people to websites (including our site) for answers and information. Instead, it's using AI to answer them on its platform, in its words. Chartbeat data shared with Axios shows Google Search traffic to publishers fell 34% over the past year. That pain is regressive. Over the past two years, small publishers lost 60% of referrals from search overall, medium publishers 47%, large publishers 22%.

Read more of this story at Slashdot.

HollowFrame Loader Deploys Matryoshka Backdoor in Spear-Phishing Attack on Law Firm

Cybersecurity researchers have shed light on a previously undocumented Go-based loader framework called HollowFrame and a Rust-based malware family tracked as Matryoshka. According to Blackpoint Cyber, the intrusion sequence begins with a spear-phishing message containing a link to an encrypted archive, which holds a Windows Shortcut (LNK). Executing the file triggers a multi-stage chain that

New York Sues Kalshi For Running 'Illegal Gambling Operation'

By: BeauHD
31 July 2026 at 12:00
New York has sued prediction-market platform Kalshi, alleging it operates an "illegal gambling operation" without state authorization. "No matter what they call themselves, prediction markets like Kalshi are gambling platforms, plain and simple," said New York Attorney General Letitia James in a press release announcing the lawsuit. "By ignoring our laws, Kalshi is running an illegal operation and harming New Yorkers in the process." CNBC reports: In a case filed in a Manhattan state court (PDF), the lawsuit claims that Kalshi accepts wagers as a gambling business in disregard for the state's constitution and laws by not being registered with the New York State Gaming Commission. Governor Kathy Hochul in the press release said the state is taking the action to stop what it views as illegal behavior and bring the company into compliance with New York law. The lawsuit is seeking a permanent injunction against Kalshi. The suit by the state is also seeking a total restitution to users who have placed trades on the platform, a $100,000 penalty for each attempt to offer sports wagering, and another penalty three times the amount the company has gained while allegedly operating in violation of New York law. The state estimates that could total $36 billion.

Read more of this story at Slashdot.

PM company looking to build Lead to Lease CRM. Can't get away from siloed tech stack.

Maybe I need to be talked out of this - but all roads keep leading me back to building our our solution. For context, we have built custom internal tools/platforms over the past several years, (automated showing scheduling, lease template + Make RPA for rent roll entry into our ERP, Work order management with field service/inventory/tenant comms, After hours Ai agent with n8n routing etc) so I do have access to a small dev team, QA etc.(but they don't have CRM experience - so that's an issue) I'm trying to talk myself out of this build as I know it's probably a beast to undertake, but I just can't find the right solution to our use case. At the moment we're using Follow-up boss (FUB) - reason was a strong mobile app for our rental agents in the field, real estate based. The mobile app has had issues lagging, poor ability to search contacts by tags/type. Fine for searching by name or phone number, but when you have 1,500 leads in a 3 month span - how would this even work? It didn't, we had to change their last names to the tags we wanted to search. We also have a custom scheduling platform we built that the rental agent selects their properties they want to show (similar to Google Cal) the next day and notice goes out to all tenants. This transaction lives outside the CRM so we could't track showings for that lead unless manually entered by the agent back into the CRM, well that turned out to be an administrative nightmare. So we lost visibility on which leads saw what properties & when.

Then if the lead wanted to rent, the agent would need to manually move them to a different stage and again, visibility would be lost as we moved to our lease template builder, which again sits in
another siloed platform we built with API to Pandadoc. Again this lead would need to manually be pushed through each stage from Lead to Lease. If this was forgotten, well you know how this starts to look. Our company pushes a decent leasing volume in a 4-5 mnth timeframe (peak season)

So my thought was to even create a basic CRM, remove the bloat, we use like 30% of FUB features. Then link leads to showings > follow-up > application submitted > deposit
> lease signed etc with full visibility along the way. We have an ultra clear view of what we need to do at each step and it's quite difficult to find a platform that will accomplish this.

The other layer was an Ai native first approach - I feel this is where the gap in the market sits (or
maybe just from the ones I've seen). It would be great to mine data about your leads in natural language. For eg. "all 3 bed leads looking for Downtown" and the platform could surface all of these active leads for you - not something buried behind smartlists & filters. At the moment in FUB we have to use smart lists, and like they say "garbage in, garbage out" - these lists got messy very quickly, we spent more time trying to make sure these leads were sanitized and up to date then it was worth. A lead would email they wanted a 3 bed, Downtown with 2 parking spots, and each one of these data points would need to be entered as a separate tag - but tags were not searchable in FUB. So they we have to place this lead in smart lists, but now we have 20 smart lists for all of the variations... etc etc

Anyway if you made it this far I appreciate the time you took to read this. Not sure if I need to be talked out of attempting to build something like this or is it worth to effort?

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