Ship It Conversations: Human-in-the-Loop Fixer Bots and AI Guardrails in CI/CD (with Gracious James)

Ship It Conversations: Human-in-the-Loop Fixer Bots and AI Guardrails in CI/CD (with Gracious James)

This is a guest conversation episode of Ship It Weekly (separate from the weekly news recaps).

In this Ship It: Conversations episode I talk with Gracious James Eluvathingal about TARS, his “human-in-the-loop” fixer bot wired into CI/CD.

We get into why he built it in the first place, how he stitches together n8n, GitHub, SSH, and guardrailed commands, and what it actually looks like when an AI agent helps with incident response without being allowed to nuke prod. We also dig into rollback phases, where humans stay in the loop, and why validating every LLM output before acting on it is the single most important guardrail.

If you’re curious about AI agents in pipelines but hate the idea of a fully autonomous “ops bot,” this one is very much about the middle ground: segmenting workflows, limiting blast radius, and using agents to reduce toil instead of replace engineers.

Gracious also walks through where he’d like to take TARS next (Terraform, infra-level decisions, more tools) and gives some solid advice for teams who want to experiment with agents in CI/CD without starting with “let’s give it root and see what happens.”

Links from the episode:

Gracious on LinkedIn: https://www.linkedin.com/in/gracious-james-eluvathingal

TARS overview post: https://www.linkedin.com/posts/gracious-james-eluvathingal_aiagents-devops-automation-activity-7391064503892987904-psQ4

If you found this useful, share it with the person on your team who’s poking at AI automation and worrying about guardrails.

More information on our website: https://shipitweekly.fm

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(54)

EKS Rollbacks, GitHub Actions Supply Chain Attacks, AI Agentjacking, CloudWatch Log Alarms, and Why Safety Nets Don’t Replace Ownership

EKS Rollbacks, GitHub Actions Supply Chain Attacks, AI Agentjacking, CloudWatch Log Alarms, and Why Safety Nets Don’t Replace Ownership

This week on Ship It Weekly: Amazon EKS added Kubernetes version rollbacks, Novee Security published Cordyceps research on GitHub Actions supply chain risk, Tenet Security showed how fake telemetry ca...

10 Heinä 19min

Ship It Conversations: Evan Phoenix of Miren on Deployment Pain, Terraform, Waypoint, and Better Defaults for Small Teams

Ship It Conversations: Evan Phoenix of Miren on Deployment Pain, Terraform, Waypoint, and Better Defaults for Small Teams

This is a guest conversation episode of Ship It Weekly, separate from the weekly news recaps.In this Ship It: Conversations episode, I talk with Evan Phoenix of Miren about why deployment is still pai...

6 Heinä 41min

Amazon Q CVEs, Hijacked npm and Go Packages, AWS WAF HTTP/2 Issues, Lambda MicroVMs, and Why Execution Is the Boundary Now

Amazon Q CVEs, Hijacked npm and Go Packages, AWS WAF HTTP/2 Issues, Lambda MicroVMs, and Why Execution Is the Boundary Now

This week on Ship It Weekly: Amazon Q Developer and the AWS language servers had a pair of trust-boundary CVEs, JFrog found hijacked npm and Go packages using hidden VS Code tasks to run malware when ...

3 Heinä 18min

Ship It Conversations: Kat Traxler of Vectra AI on AI Security, the Zero-Day Clock, IAM, and Cloud Risk

Ship It Conversations: Kat Traxler of Vectra AI on AI Security, the Zero-Day Clock, IAM, and Cloud Risk

This is a guest conversation episode of Ship It Weekly, separate from the weekly news recaps.In this Ship It: Conversations episode, I talk with Kat Traxler of Vectra AI about AI security, the zero-da...

28 Kesä 42min

containerd CRI Vulnerabilities, Datadog PostgreSQL HA on Kubernetes, AWS DevOps Agent with Datadog MCP Server, EKS Control Plane Egress, and Why Users Feel the Wait

containerd CRI Vulnerabilities, Datadog PostgreSQL HA on Kubernetes, AWS DevOps Agent with Datadog MCP Server, EKS Control Plane Egress, and Why Users Feel the Wait

This week on Ship It Weekly: containerd disclosed a batch of CRI plugin vulnerabilities, Datadog tested PostgreSQL high availability on Kubernetes and found that failover is not useful if it cannot ha...

26 Kesä 19min

Ship It Conversations: Guardsquare’s Joel DeStefano on Mobile App Security, Runtime Protection, App Hardening, and Why Scanning Isn’t Enough

Ship It Conversations: Guardsquare’s Joel DeStefano on Mobile App Security, Runtime Protection, App Hardening, and Why Scanning Isn’t Enough

This is a guest conversation episode of Ship It Weekly, separate from the weekly news recaps.In this Ship It: Conversations episode, I talk with Joel DeStefano from Guardsquare about mobile app securi...

21 Kesä 35min

PeopleSoft Zero-Day Exploited, npm v12 Install Script Changes, GitHub Agentic Tokens, Anthropic Model Risk, and Default Trust Breaking

PeopleSoft Zero-Day Exploited, npm v12 Install Script Changes, GitHub Agentic Tokens, Anthropic Model Risk, and Default Trust Breaking

This episode of Ship It Weekly is about default trust getting punished. Brian covers Oracle’s emergency PeopleSoft advisory for CVE-2026-35273, npm v12 changing install-script defaults, GitHub Agentic...

19 Kesä 22min

Ship It Conversations: Meta’s Francois Richard on AI Incident Response, SLOs, and Reliability at Scale

Ship It Conversations: Meta’s Francois Richard on AI Incident Response, SLOs, and Reliability at Scale

This is a guest conversation episode of Ship It Weekly, separate from the weekly news recaps.In this Ship It: Conversations episode, I talk with Francois Richard, Engineering Director at Meta, about r...

16 Kesä 42min

Suosittua kategoriassa Politiikka ja uutiset

aikalisa
uutiscast
ootsa-kuullut-tasta-2
rss-ootsa-kuullut-tasta
rss-podme-livebox
rss-seksicast
otetaan-yhdet
tervo-halme
politiikan-puskaradio
aihe
rss-vaalirankkurit-podcast
rss-girls-finish-f1rst
rss-mina-ukkola
rss-aijat-hopottaa-podcast
rss-mita-tapahtuu
rss-kaikki-uusiksi
rss-merja-mahkan-rahat
rss-tekoalyfoorumi
rss-asiastudio
rss-pinnalla