The blog
Field notes on AI agents in real organizations.
The actual stack, the real numbers, and what survives contact with production - from one Quick Win to a working agent layer, inside your environment.
AI agent sprawl: the enterprise mess your business can skip
96% of enterprises run AI agents and 94% fear the sprawl. Here is what it means for a smaller company - and how to design around it from day one.
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01
AI agent trends in mid-2026: what actually matters for small and traditional businesses
Workflow agents over chatbots, multi-agent teams, and the ROI gap - what each trend means in practice, with the numbers behind it.
02
AI agents for small businesses: the practical playbook (2026)
Where to start this week, what to automate first, DIY vs a partner, what it costs - and the classic mistake to avoid.
03
Implementing Claude in your organization: a practical guide for Israeli companies (2026)
Deployment options (API, Bedrock, Vertex), how to choose an implementation partner, what small businesses should do differently, and what it costs.
04
Back-office automation with AI agents: the complete guide (2026)
What agents do that RPA can't, which processes to automate first, what the data says, and how to deploy inside your environment.
05
AI agents for traditional industries: why you stand to gain the most
Factories, logistics and professional firms - that's where agents return the most. On your existing systems, replacing nothing, data never leaves.
06
My real AI sales stack as a solo founder (2026)
The exact tools behind a one-person GTM team: Claude Code, a self-hosted CRM, Fathom, Apollo, WhatsApp automation - and the principles that make it safe.
07
Why most AI agents never reach production
Over 80% of agents stall between the demo and the floor. The five reasons we see again and again - and what to do differently.
08
LinkedIn outreach in 2026: what actually worked for me
~212 targeted connection requests, zero warnings, real meetings. The volume caps, skip logic and warm-content playbook.
09
The 60-second voice habit that keeps my CRM actually updated
CRMs die because updating them is friction. I record one minute of speech after every meeting - an agent does the typing.
10
Deploying AI without your data ever leaving: a guide for security owners
The question that stops projects is 'where does the data go?'. An in-your-environment architecture turns security from blocker to engine.
11
Implementing AI agents in your organization - the full guide
Five steps from the field: find the bottleneck, scope a Quick Win, run inside your environment, human oversight, measure ROI.
12
Custom AI agent or off-the-shelf copilot? How to decide
When is Copilot enough, and when do you need an agent built on your process? A simple decision framework.
13
I never walk into a sales call unprepared - an agent does the prep
Twice a day an agent scans my calendar and files a one-page research brief for every external meeting.
02
AI agents for small businesses: the practical playbook (2026)
Where to start this week, what to automate first, DIY vs a partner, what it costs - and the classic mistake to avoid.
03
Implementing Claude in your organization: a practical guide for Israeli companies (2026)
Deployment options (API, Bedrock, Vertex), how to choose an implementation partner, what small businesses should do differently, and what it costs.
04
Back-office automation with AI agents: the complete guide (2026)
What agents do that RPA can't, which processes to automate first, what the data says, and how to deploy inside your environment.
05
AI agents for traditional industries: why you stand to gain the most
Factories, logistics and professional firms - that's where agents return the most. On your existing systems, replacing nothing, data never leaves.
06
My real AI sales stack as a solo founder (2026)
The exact tools behind a one-person GTM team: Claude Code, a self-hosted CRM, Fathom, Apollo, WhatsApp automation - and the principles that make it safe.
07
Why most AI agents never reach production
Over 80% of agents stall between the demo and the floor. The five reasons we see again and again - and what to do differently.
08
LinkedIn outreach in 2026: what actually worked for me
~212 targeted connection requests, zero warnings, real meetings. The volume caps, skip logic and warm-content playbook.
09
The 60-second voice habit that keeps my CRM actually updated
CRMs die because updating them is friction. I record one minute of speech after every meeting - an agent does the typing.
10
Deploying AI without your data ever leaving: a guide for security owners
The question that stops projects is 'where does the data go?'. An in-your-environment architecture turns security from blocker to engine.
11
Implementing AI agents in your organization - the full guide
Five steps from the field: find the bottleneck, scope a Quick Win, run inside your environment, human oversight, measure ROI.
12
Custom AI agent or off-the-shelf copilot? How to decide
When is Copilot enough, and when do you need an agent built on your process? A simple decision framework.
13
I never walk into a sales call unprepared - an agent does the prep
Twice a day an agent scans my calendar and files a one-page research brief for every external meeting.