Oct 29, 20265 min
Microservices have reshaped how engineering teams build and ship software — but the architectural freedom they offer comes with a steep operational price tag. This episode of Automatic.co digs into the distributed...
About this Podcast:
Agentic AI and automation from the perspective of whoever has to maintain it in six months. Where an agent genuinely belongs in a process, where a plain script is enough, how to design a handoff to a human, and what breaks quietly at scale. Each episode takes one automation decision and reasons it through end to end — including the maintenance burden, the failure modes and the honest question of whether the process should exist at all. Written for operators and technical leads, deliberately free of hype. Five or six minutes an episode. Topics include where an agent belongs versus a plain script, designing human handoffs, error handling and observability, maintenance burden, process mapping before automation, measuring what a workflow saves, and knowing when a process should be deleted instead. Produced by Automatic.co, agentic AI and automation consulting. Full details, services and further reading at https://automatic.co
Pitch Analysis
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Contact path
Verified email
Booking probability
35%
Guest openness
Selective
80/100
Required Score
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What is Automatic about?
Agentic AI and automation from the perspective of whoever has to maintain it in six months. Where an agent genuinely belongs in a process, where a plain script is enough, how to design a handoff to a human, and what breaks quietly at scale.
What has Automatic covered recently?
Recent episodes include "Microservices: Distributed Bliss or DevOps Dumpster Fire?" (29 October 2026, 5 minutes), "Multi-Agent Systems: Herding Cats with Protocols" (26 October 2026, 5 minutes), and "Multi-Tenancy with AI Agents: How to Share Without Screwing Everyone" (22 October 2026, 5 minutes).
How often does Automatic publish?
Automatic publishes roughly a few times a week, with episodes averaging 6 minutes.
How hard is it to get booked on Automatic?
Booking probability for Automatic is 35%, and the host is rated Selective on guests. Automatic requires a Pod Score of 80 or higher. Automatic's contact route on record: verified email.
Who should pitch Automatic?
The strongest fits for Automatic are IT Services & Software Development and Business & Management Consulting. Automatic has a business audience.
About the host
Automatic is a business podcast.
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Recent episodes
Our AI reads these to draft pitches. Use them as grounding for a pitch that cites a real guest and a specific topic.
- Oct 26, 20265 min
Scaling automation beyond a handful of components means confronting a combinatorial coordination problem that most teams underestimate. This episode of Automatic.co digs into the architecture of multi-agent systems —...
- Oct 22, 20265 min
Multi-tenancy is one of the most consequential architectural decisions a team can make when scaling AI agents across multiple clients — and one of the easiest to get subtly, expensively wrong. This episode of...
- Oct 19, 20265 min
High training accuracy feels like a win — until the model hits the real world and falls apart. This episode of the Automatic.co podcast digs into one of the most common and costly traps in applied machine learning...
- Oct 15, 20265 min
When a system's consumers can't keep pace with its producers, messages pile up — and what looks like a minor lag in one service can spiral into a cluster-wide outage in minutes. This episode of Automatic.co unpacks...
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- Oct 12, 20265 min
Message loss is rarely loud. It tends to show up as a support ticket, a missing order, or a reconciliation gap that only surfaces days later. This episode of Automatic.co digs into one of the quieter but more...
- Oct 8, 20265 min
Exponential back-off is configured. Circuit breakers are wired up. Outbound calls are throttled. And yet HTTP 429s keep filling the production logs. This episode of Automatic.co digs into why "Too Many Requests" errors...
- Oct 5, 20265 min
Latency isn't just a performance metric — it's a felt experience that shapes whether software feels like magic or friction. This episode of the Automatic.co podcast tackles the engineering and design realities behind...
- Oct 1, 20265 min
Reactive autoscaling has always had a dirty secret: by the time your system notices the spike, users are already suffering. This episode of Automatic.co tackles a smarter alternative — predictive autoscaling — exploring...
- Sep 28, 20265 min
Enterprise integration is one of those problems that never fully goes away — it just changes shape. This episode of Automatic.co takes an unflinching look at the middleware layer that sits between your CRM, ERP, and...
- Sep 24, 20265 min
Multi-region deployment sits at a fascinating intersection of ambition and engineering reality. This episode of Automatic.co digs into the full picture — from the genuine wins that make the architecture so appealing, to...
- Sep 21, 20265 min
Model versioning is one of those practices every ML team knows they should follow — and one that quietly falls apart the moment deadlines loom and folders multiply. This episode of Automatic.co tackles the full picture...
- Sep 15, 20265 min
Machine learning carries enormous expectations, yet a surprising number of real-world deployments fall flat well before the algorithm ever gets a fair chance. This episode of Automatic.co explores the case that ML...
- Sep 10, 20266 min
Distributed systems teams often celebrate the moment they wire up a message broker — and then spend months untangling what happened next. This episode of Automatic.co examines the nuanced power dynamic at the center of...
- Sep 8, 20266 min
Redundancy looks great on a diagram. In production, it's a different story. This episode of Automatic.co tackles one of the most frustrating (and surprisingly common) problems in infrastructure reliability: a failover...
- Sep 8, 202610 min
Hallucinations in enterprise AI aren't just embarrassing — they're a liability. When an AI tool confidently produces a wrong answer about an internal policy, a compliance rule, or a contract clause, the consequences can...
- Sep 7, 20269 min
Data silos are one of those enterprise problems that everyone recognizes and almost no one fixes properly. This episode of Automatic digs into the real mechanics of interoperability failure — from the spreadsheet chaos...
- Sep 6, 20269 min
Regulated workflows — the kind that touch legal records, financial data, health information, and compliance approvals — operate under a fundamentally different set of demands than everyday office tasks. Speed and...
- Sep 5, 20269 min
Every data engineer eventually faces the same uncomfortable moment: a business metric is wrong, the logic that produced it has already changed, and history needs to be rewritten — carefully. This episode of Automatic...
- Sep 4, 20268 min
Regulated industries have long been the last places anyone expected to embrace cutting-edge AI. Yet hospitals and public agencies are now among the most aggressive adopters — not of public cloud AI, but of private...
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