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Chris Sanders 🔎 🧠

Mastodon @chrissanders88@infosec.exchange

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🔄 Data last refreshed 9 days ago

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🔒 Paid proposals held safely in escrow — released only when the work's approved.

Followers

1.9K

Account age

3 yrs

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🕵️ Fake follower check 📊 Engagement rate 💰 What they charge

Known for

Call it what you like, but this is a rural tax from USPS.
People in rural communities already have fewer local shopping options and rely more heavily on mail delivery. Making lightweight packages more expensive to send there seems antithetical to the idea of this public service.

97 views Call it what you like, but this is a rural tax from USPS. People in rural communities already have fewer local shopping options and rely more heavily on mail delivery. Making lightweight packages more expensive to send there seems antithetical to the idea of this public service.

A lot of folks naively see LLMs as a reason they don't need to worry about this best practice, but they fail to realize LLMs have context window limits. If you feed an LLM gigs of logs, eventually that window fills up, and you'll exclude necessary data. Worse yet, the exclusion isn't always obvious in the tools, so you'll be making decisions based on incomplete data without knowing it 😱
Specific q

10 views A lot of folks naively see LLMs as a reason they don't need to worry about this best practice, but they fail to realize LLMs have context window limits. If you feed an LLM gigs of logs, eventually that window fills up, and you'll exclude necessary data. Worse yet, the exclusion isn't always obvious in the tools, so you'll be making decisions based on incomplete data without knowing it 😱 Specific q

In a recent study, those who actively planned, monitored, and critiqued their thinking (aka higher metacognitive skills) used LLMs more effectively and produced more creative work. Thinking about thinking has never mattered more.

3 views In a recent study, those who actively planned, monitored, and critiqued their thinking (aka higher metacognitive skills) used LLMs more effectively and produced more creative work. Thinking about thinking has never mattered more.

📊 Post engagement

Avg engagement / post

1.8%

Engagement vs followers

Nov 2022

On Mastodon since

🔥 Top post: "Show your work." When I was in school, kids would get mad when · 240 likes + reposts

📊 Activity & format

Posting cadence

4.2 / week

Posts several times a week.

Content mix

Mostly text

Recent: 9 text · 3 image · 0 video.

Follower / following

5.1×

Follows 375 back. A strong ratio — an audience that follows them, not a follow-for-follow network.

Recent posts

View on Mastodon ↗

🔥 Top post "Show your work." When I was in school, kids would get mad when teachers would ask them that. "What does it matter so long as I get the right answer?" Showing your work has always been the essential lesson, because eventually, someone will tell you that you’re wrong. If you can’… ★ 240

Investigation Scenario 🔎 Alert: Microsoft Defender for Endpoint: Behavior:Win32/SuspClickFix.F detected on a Windows 11 workstation. No additional context is provided. What artifacts would you examine first to determine whether the user e… ★ 4

Call it what you like, but this is a rural tax from USPS. People in rural communities already have fewer local shopping options and rely more heavily on mail delivery. Making lightweight packages more expensive to send there seems antithet… ★ 97 Source: https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=5864662

In a recent study, those who actively planned, monitored, and critiqued their thinking (aka higher metacognitive skills) used LLMs more effectively and produced more creative work. Thinking about thinking has never mattered more. ★ 3 Investigation Scenario 🔎 A Windows 11 workstation’s Microsoft-Windows-TaskScheduler/Operational log contains Event ID 106, indicating a new scheduled task named "OneDrive Update Service" was registered at 5:45 PM local time. The user insis… ★ 1

A lot of folks naively see LLMs as a reason they don't need to worry about this best practice, but they fail to realize LLMs have context window limits. If you feed an LLM gigs of logs, eventually that window fills up, and you'll exclude n… ★ 10 You always want to take the smallest slice of data necessary to answer an investigative question you're asking. It forces you to be focused and specific, while also limiting data processing time and resource utilization on your tools. I pr… ★ 1 This is also our 150th (!) investigation scenario! I'll pick a favorite response at the end of the week and give you a free class at https://networkdefense.io. ★ 4 If you're not familiar with these files or Linux persistence, this scenario is a good opportunity to practice your research skills. Good analysts take novelty cues like this and leverage them to build their tradecraft knowledge. ★ 2 Investigation Scenario 🔎 You’ve found ~/.config/systemd/user/dbus-update.service enabled for a user account on an Ubuntu system. The service executes ~/.local/bin/dbus-update, an ELF binary that isn’t owned by any installed package. What d… ★ 8 I was on vacation, so no Investigation Scenario this week. Spend your time investigating some lemonade and hot dogs! ★ 1

🐘 Community & instance

Home server

infosec.exchange

A cybersecurity & infosec server — its members and audience skew toward that niche, so expect a community-aligned, engaged following.

On Mastodon since

Nov 2022

Joined in the Twitter-exodus wave of late 2022 — part of the migration that made Mastodon a real destination.

💡 Facts

🗓️Joined Mastodon in 2022 — 3 years ago.

👁️Averages 34 views per post.

📤Posts about 4.2× per week.

🕵️ Fake follower check

Estimated

80/100

Excellent Credibility score

97%

Real Real audience

Low Fake-follower risk

High Data confidence

Est. 97% real, active audience · Low fake-follower risk.
Strong engagement (~1.8% of followers engage each post) — an active, real audience.
Established account (3+ years old).

Heuristic estimate from engagement, follower ratios, account age & growth — a screening signal, not a guarantee.

About

Security Analyst, Author, and Instructor, Ed.D. Studying the intersection of security investigation doctrine, cognitive psychology, and education. Founder of Applied Network Defense and Rural Tech Fund Books: 🍯 Intrusion Detection Honeypots 🦈 Practical Packet Analysis 🌐 Applied Network Security Monitoring Former: Mandiant, InGuardians, Dept of Defense, Roadside Fruit Vendor. A question well stated is a problem half-solved. #InvestigationTheory https://chrissanders.org/links/

📸 Gallery

🔀 Audience overlap

Estimated

Estimated shared audience with similar creators — useful for avoiding overlap (or doubling down) when planning a campaign.

Matt Edgar 18%

Incestart‼OpenComms 16%

gretared 15%

squirrelygirl 14%

Dave Richeson 12%

legraLeGra 11%

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Chris Sanders 🔎 🧠

Make a deal with Chris Sanders 🔎 🧠

Known for

📊 Post engagement

📊 Activity & format

Recent posts

🐘 Community & instance

💡 Facts

🕵️ Fake follower check

About

📸 Gallery

🔀 Audience overlap

More like this

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