Proactive
proactive.mu
Agency
Actively hiring
Recruiting & Staffing
Human Resources
Professional Services
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News
Notes for August 24-28
I came back to work this week, started catching up on everything, and decided to go out for groceries without an umbrella (it is still August, right?) and ...
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Report
Compress and Forget: bitsandbytes Quantization Amplifies Proactive Interference in LLMs
Abstract page for arXiv paper 2608.18578: Compress and Forget: bitsandbytes Quantization Amplifies Proactive Interference in LLMs
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How Proactive AI could Automate Organizations
Proactive AI could transform organizations by finding and implementing improvements without waiting for employees to identify them.
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Beyond Static Summarization: Proactive Memory Extraction for LLM Agents
Abstract page for arXiv paper 2601.04463: Beyond Static Summarization: Proactive Memory Extraction for LLM Agents
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Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents
Abstract page for arXiv paper 2607.08716: Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents
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Raising the automation ceiling- Serval - AI Agents for IT
What we learned building proactive agents
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Tech stack
Technologies named in job postings at Proactive over the last 12 months, by layer, with the share of postings for each.
Technologies in use
15
Postings analysed
10
Stack modernity
68/100
Languages
JavaScript10%
Python10%
Databases
PostgreSQL10%
Cloud & platforms
Active Directory10%
Azure10%
GitHub10%
Power BI10%
Windows Server10%
Developer tools
Microsoft Excel60%
Canva10%
Git10%
Practices & domains
A/B Testing10%
AI Agents10%
Incident Management10%
VPN10%
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Growth
Hiring Momentum
70/100
Growing
Open positions
21
12 opened / 8 closed in 30 days
Median time-to-fill
43 days
faster than 31% of the market
ATS activity
Every ~5 hours
Today
Hiring Dynamics
0%
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.
Finance
29% ▲
Administrative
24% ▼
Sales
15%
Management
12% ▼
Legal
9% ▲
Operations
6%
Actively hiring for Finance (+8 in 30 days)
Activity Timeline
New location: Rivière du Rempart
Oct 2026
+6 jobs in a week
Oct 2026
New location: Quatre Bornes
Oct 2026
+5 jobs in a week
Oct 2026
New location: Mauritius
Oct 2026
Added Windows to stack
Sep 2026
Added VPN to stack
Sep 2026
Added Active Directory to stack
Sep 2026
Added Microsoft Office to stack
Sep 2026
Added Python to stack
Sep 2026
Added PostgreSQL to stack
Sep 2026
Added JavaScript to stack
Sep 2026
Offices
Where the company hires and what each office is for
This company is a staffing agency: the cities below are where its clients hire, not its own offices.
Cities
11
Hiring now
11
Countries
1
Busiest office
Port Louis
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Headquarters
Builds here
Office with open vacancies
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Port Louis
Mauritius
7 open roles 11 posted in 90 days
hires for Administrative, Finance, Sales
Ebène
Mauritius
4 open roles 6 posted in 90 days
hires for Finance, Legal
Rivière des Anguilles
Mauritius
3 open roles 1 posted in 90 days
hires for Administrative, Finance, HR
Moka
Mauritius
2 open roles 2 posted in 90 days
hires for Finance, Management
Quatre Bornes
Mauritius
2 open roles 2 posted in 90 days
hires for Finance, Operations
Plaines Wilhems
Mauritius
1 open roles 4 posted in 90 days
hires for Legal
Cascavelle
Mauritius
1 open roles 2 posted in 90 days
hires for HR
Pamplemousses
Mauritius
1 open roles 1 posted in 90 days
hires for Administrative
Black River
Mauritius
1 open roles 1 posted in 90 days
hires for Sales
Beau Bassin-Rose Hill
Mauritius
1 open roles 1 posted in 90 days
hires for Legal
Rivière du Rempart
Mauritius
1 open roles 1 posted in 90 days
hires for Management
Earlier presence
Phoenix, United States
Trianon, Mauritius