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News
How to Test an E-Commerce AI Chatbot Before Your Customers Do
E-commerce AI chatbots can deliver fast customer support, but confident mistakes can lead to returns, poor reviews, and lost trust. Testing facts, guardrails, messy inputs, handoffs, and live data before launch helps businesses identify errors and ensure
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Before You Put an AI Assistant on Your School Website: 8 Questions K-12 Leaders Should Ask
Before adding an AI assistant to a K-12 school website, district leaders should evaluate more than chatbot features. From identifying the right problems and measuring results to establishing content ownership, governance, privacy, and accountability, thes
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A Practical Conversion Tracking Guide for ChatGPT Ads Using Pixel and Server-Side GTM
ChatGPT Ads conversion tracking helps businesses measure what happens after users click an advertisement. By combining the OpenAI Pixel, Conversions API, Google Tag Manager, and server-side GTM, advertisers can track leads, purchases, registrations, and o
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ChatGPT Ads Are Here: Why Your Business Needs to Show Up Where Customers Are Actually Searching
ChatGPT is becoming a powerful new channel for businesses to reach customers during high-intent conversations. With paid ads now available to businesses of different sizes, brands can complement traditional Google search campaigns with conversational adve
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Why Legacy Healthcare Software Makes Cyberattacks More Dangerous
Legacy healthcare software increases cybersecurity risks by exposing organizations to ransomware, data breaches, and compliance challenges. Unsupported systems, weak access controls, and outdated integrations make patient data harder to protect and recove
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How Businesses Can Use AI Assistants Without Losing Control of Their Data
AI assistants are transforming the workplace by improving productivity, but they also introduce significant data security risks when sensitive business information is shared without proper oversight. Shadow AI, unmanaged employee usage, and weak governanc
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Students Can't Find What They're Looking For. Here's How an AI Chatbot Solves the Problem
Students expect instant answers, but important information is often buried across webpages, PDFs, and multiple systems. Traditional campus chatbots either rely on outdated FAQs or generate unreliable answers, creating frustration and increasing staff work
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We Automated Our IT Help Desk. Here's What It Actually Saved
Traditional IT support often leaves routine issues unresolved for hours, increasing downtime and costs. AI-powered automation detects problems, gathers diagnostics, and creates detailed tickets within minutes, allowing teams to approve fixes faster. Since
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Your IT Help Desk Is Quietly Burning Money. Here's How to Stop It
Many IT support requests-such as website downtime, server access issues, SSL certificate errors, slow performance, and deployment failures-follow predictable troubleshooting patterns that can be automated. While businesses often overlook these costs, repe
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How to Create an llm.txt File From Scratch in 30 Minutes (And why ChatGPT, Claude, Copilot & Gemini need it)
AI assistants are quickly becoming a new layer between businesses and buyers. People are no longer only using Google, scanning search results, and comparing websites manually. They are asking ChatGPT, Claude, Microsoft Copilot, Gemini, Perplexity, and oth
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Tech stack
Technologies named in job postings at OpenSource Technologies over the last 12 months, by layer, with the share of postings for each.
Technologies in use
51
Postings analysed
12
Stack modernity
69/100
Languages
Python25%
Bash17%
C#17%
C++17%
Databases
OpenSearch17%
Amazon Aurora8%
Db28%
MySQL8%
Cloud & platforms
AWS42%
Kubernetes25%
Linux25%
Azure25%
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Full OpenSource Technologies tech stack
51 technologies · by team · pay by technology · changes · similar stacks
Salary insights
Compensation ranges based on this company's open jobs
Median
$83k
Typical range
$66k – $89k
Open positions
4
1
Jobs
Senior
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Senior | 1 | $84k | $84k |
Highest paying role
IAM Engineer
$89k
Normalized to USD per year
Growth
Hiring Momentum
84/100
Scaling fast
Open positions
4
7 opened / 9 closed in 30 days
Median time-to-fill
15 days
faster than 63% of the market
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Security
27% ▲
DevOps
20% ▲
Management
13% ▲
Enterprise Apps
13% ▲
Data Science
7% ▲
QA
7% ▲
Actively hiring for Security (+3 in 30 days)
Activity Timeline
Added Okta to stack
Oct 2026
Added ITIL to stack
Oct 2026
Added GCP to stack
Oct 2026
Added Delinea to stack
Oct 2026
Added CyberArk to stack
Oct 2026
Added BeyondTrust to stack
Oct 2026
Added Outlook to stack
Oct 2026
Added Microsoft Excel to stack
Oct 2026
Added SQL to stack
Oct 2026
Added PostgreSQL to stack
Oct 2026
Added Oracle to stack
Oct 2026
Added MySQL to stack
Oct 2026
Offices
Where the company hires and what each office is for
Cities
2
Hiring now
1
Countries
2
Busiest office
Singapore
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Headquarters
Builds here
Office with open vacancies
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Singapore
Singapore
Corporate office
4 open roles 12 posted in 90 days 50% engineering $59k Avg Salary
hires for Data Science, Administrative, Management
Jobs
$47k – $83k per year (gross) • In office • Contractor • 5+ years exp • Singapore
FortiGate
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$47k – $66k per year (gross) • In office • Contractor • 4+ years exp • Singapore
TCP/IP
VLAN
Cybersecurity
FortiGate
Apply
$66k – $89k per year (gross) • In office • Contractor • 5+ years exp • Singapore
Python
Java
GCP
Azure
AWS
IAM
Cybersecurity
Okta
CyberArk
BeyondTrust
Delinea
Management
ITIL
Apply
$66k – $85k per year (gross) • In office • Contractor • 6+ years exp • Singapore
C#
.NET
DevOps
Rest API
Azure
AWS
SOAP
Management
Power Apps
Agile
Waterfall
Apply
