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Agent-to-Agent Communication is Broken by Default, Here is What Production Actually Looks Like

Agent-to-Agent Communication is Broken by Default, Here is What Production Actually Looks Like

by fabisiakradoslaw | May 16, 2026 | AI, AI Featured

You wired up your orchestrator. Your subagents respond. The demo runs clean. You ship it. Three weeks later, a subagent returns something your orchestrator did not expect. No exception is raised. No alert fires. The orchestrator hallucinates a recovery, proceeds with...
How we built an MCP Guardrail to enforce tech policy in real-time

How we built an MCP Guardrail to enforce tech policy in real-time

by fabisiakradoslaw | May 12, 2026 | AI

In 2026, most mid-sized and large organizations are aggressively adopting AI coding assistants such as Cursor, Claude Desktop and Windsurf. Developers are now generating a significant portion of code using LLMs. However, this acceleration brings serious risks....
Deterministic Guardrails for Non-Deterministic Agents

Deterministic Guardrails for Non-Deterministic Agents

by fabisiakradoslaw | May 8, 2026 | AI, AI Featured

By design, Large Language Models (LLMs) are non-deterministic. Even with an identical prompt, they can return different answers, trigger the wrong API, leak sensitive personal data, or initiate a costly chain of requests that evaporates a monthly cloud budget in...
Your Old Candidates Are Gold — Here’s How to Re-Engage Them Automatically

Your Old Candidates Are Gold — Here’s How to Re-Engage Them Automatically

by fabisiakradoslaw | Nov 4, 2025 | AI, Recruitment Automation

Most recruiters forget about 80% of the candidates they once spoke to. That’s the hidden goldmine in your ATS. Every recruiter knows the pattern: You spend weeks filling a role, find a few great candidates who just weren’t the final pick — and then never talk to them...
Never Update Your ATS Again: The Recruiter’s Background Automation

Never Update Your ATS Again: The Recruiter’s Background Automation

by fabisiakradoslaw | Nov 3, 2025 | AI, Recruitment Automation

Your ATS isn’t the problem — it’s how much time you spend feeding it. Most recruiters don’t hate their Applicant Tracking System.They just hate how often they need to manually update it. Every day, hours vanish into small admin rituals:✅ Logging new candidates✅...
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Recent Posts

  • Agent-to-Agent Communication is Broken by Default, Here is What Production Actually Looks Like
  • How we built an MCP Guardrail to enforce tech policy in real-time
  • Deterministic Guardrails for Non-Deterministic Agents
  • Your Old Candidates Are Gold — Here’s How to Re-Engage Them Automatically
  • Never Update Your ATS Again: The Recruiter’s Background Automation

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