@compliancetf / @weeklytf / serverless.tf / AWS Hero / Terraform influencer 🇺🇦🇳🇴
Joined February 2009
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- Followers 5,409
- Likes 7,332
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Jan 18
While working on @compliancetf, I created a Claude skill called terraform-skill (terraform-best-practices other trusted sources).
In 2026, please stop saying "AI hallucinates with #Terraform". Use HashiCorp MCP this skill so answers are grounded in real docs and battle-tested patterns.
Feedback welcome, and shares appreciated. 🚀
github.com/antonbabenko/terr…
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"Panels of models which consistently outperforms individual models" - this is exactly the point I was chasing when working on the Deliberation.
github.com/antonbabenko/deli…
Ask Codex, Gemini, Grok, and 400 OpenRouter models (Qwen, Kimi, DeepSeek) for second opinions or arbiter-mediated consensus. One MCP server for Claude Code, Codex, Cursor, Kiro, OpenCode. Measures which models earn their seat.
#openrouter #fusion
Introducing the Fusion API, the smartest compound model in the market.
Fusion achieves Fable-level intelligence at half the price.
How it works 👇
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Anton Babenko 🇺🇦 retweeted
Jun 12
#276 - Terragrunt structure secrets, IaC that acts like software, Lambda on your own EC2, AzAPI unlocks Azure Actions, and AI that scans your Terraform
weekly.tf/p/issue-276-terrag…
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Jun 11
Was a bit skeptical reading this first but interesting part here is the agent verifying its own fixes against prod instead of trusting CI. Also funny from where I sit - a retry storm and a connection race are the kind of bugs that get provisioned wrong in Terraform on day one and surface as app bugs six months later. So you want this loop for cleanup, and you want your modules making these errors impossible in the first place.
Fascinating.
Jun 11
We ran an experiment. We pointed Antimetal at our own production environment, emitting 3,000 error logs a day, with no prior guidance.
It cut our error volume by 76% in a single day.
It found six unique problems, including one we'd misdiagnosed for weeks. It diagnosed and triaged each one, resolved it, and monitored the fix to confirm stability.
Production that runs itself is no longer hypothetical.
antimetal.com/blog/clearing-…
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Jun 10
I've maintained terraform-aws-modules for years. They are general-purpose on purpose, and that leaves a gap: the module is fine, the compliant configuration is your problem.
This registry is my answer. Same modules, controls already in the code you pull.
compliance.tf/blog/complianc…
#ComplianceAsCode
Jun 10
The compliance-aware Teraform Registry is now public.
- terraform-aws-modules/s3-bucket/aws
soc2.compliance.tf/terraform…
SOC 2 controls built in. Non-compliant values fail at terraform plan.
Free CIS tier. First pull in 5 minutes:
compliance.tf/blog/complianc…
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Sponsored by Kestra (@kestra_io) #ad
Terraform is great at creating infra. It has no opinion about Day 2.
IP changes -> DNS is wrong -> cache is stale -> someone has to know. That always ends up in a shell script nobody wants to open.
So I ran the follow-up right after apply, in one Git-versioned file:
```yaml
tasks:
- id: provision
type: io.kestra.plugin.terraform.cli.TerraformCLI
commands:
- terraform apply -auto-approve
- terraform output -raw instance_ip > ip.txt
outputFiles: [ip.txt]
- id: upsert_dns
type: io.kestra.plugin.cloudflare.dns.records.Upsert
name: "{{ inputs.record_name }}"
content: "{{ read(outputs.provision.outputFiles['ip.txt']) | trim }}"
```
Terraform's output feeds the DNS update. Logs full run history on every run. No glue script.
This is a @kestra_io flow - YAML, self-hosted, runs on cloud, on-prem, or air-gapped.
Clone this Playbook Automation Blueprint to try it now: fandf.co/4o16nCO
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My recent talk "Replace Terraform Module Forks with Automatic Policy Transformation Rules" from @iac_conf
youtube.com/watch?v=at56UPLF…
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May 30
terraform-skill now ships as Kiro Powers!
Same Terraform/OpenTofu skill, no fork - the Power is generated from the skill file, so Kiro and all other AI coding agents share one source. Module reviews, tests, CI, and state ops, all of it.
⭐️⭐️⭐️ Almost 2000 stars on GitHub! THANK YOU ALL!
#terraform #opentofu #kiro #agentic
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May 28
Updated v1.16.0 ( github.com/antonbabenko/clau… ): `/consensus` is now a 3-stage loop. Stage 2 adds a blind cross-review where each external rates the others' answers, anonymized, before Claude adjudicates. Pattern from llm-council by @karpathy
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May 26
Released claude-delegator v1.13.0:
- Grok (@xAI) as 3rd provider, Gemini 3 default
- New Researcher Debugger experts (7 in total)
- Severity-graded reviews so parallel reports merge cleanly
- /consensus: Claude commits a blind verdict before dispatching GPT/Gemini/Grok, then arbiter-mediated voting
Prompts adapted from oh-my-openagent PAL.
github.com/antonbabenko/clau…
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May 24
Hey #Azure #GCP users!
Most #Terraform AI agents are quietly AWS-only. The other clouds are an afterthought.
I made `terraform-skill` to treat AWS, Azure, and GCP as equals. It diagnoses what you are doing first - backend, auth, resource - then routes to a cross-cloud `AWS | Azure | GCP` map instead of defaulting to AWS. AWS examples unchanged; ask for the Azure or GCP equivalent of anything.
github.com/antonbabenko/terr…
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Anton Babenko 🇺🇦 retweeted
"Wish servers" 💀
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Anton Babenko 🇺🇦 retweeted
weekly.tf is looking for sponsors!
Reach 13K DevOps/SRE professionals interested in Terraform, AWS, cloud infrastructure, and platform engineering.
30% open rate
14% click-to-open rate
Want to get in front of this audience?
Send me a DM for more info.
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Anton Babenko 🇺🇦 retweeted
May 1
What if the EU built GitHub?
ALT inspired by https://x.com/initjean/status/2050283688370352369
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Apr 22
More than 1.6K stars on terraform-skill! ❤️
Writing #Terraform with AI, but not always getting great results?
I have just shipped a major update to Terraform Skill v1.7.0, with significantly fewer hallucinations.
It was also fact-checked by seven independent reviewers: five Claude expert personas (Terraform, Security, DevOps, SRE, Cloud), plus GPT Codex and Gemini.
Terraform Skill v1.7.0 is ready for Claude, Cursor, Copilot, Gemini, Codex, and more:
npx skills add github.com/antonbabenko/terr…
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Anton Babenko 🇺🇦 retweeted
Apr 14
NEW! 3 open-source Terraform starter kits for compliance-ready AWS.
SOC 2 (B2B SaaS), PCI DSS v4.0 (fintech), HIPAA (healthtech).
Clone, fill in tfvars, apply. If you want to see what the coverage looks like in real Terraform code, start here.
compliance.tf/docs/guides/st…
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Apr 13
Started a list so I can gather all the tools and relevant articles in one place.
awesome-terraform-compliance - 50 curated tools, frameworks, and resources specifically for Terraform and OpenTofu compliance.
github.com/antonbabenko/awes…
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Anton Babenko 🇺🇦 retweeted
"How do I migrate to compliance.tf?" and "Which versions are supported?"
We kept getting asked, so we wrote it all down.
-> Version matrix for all 34 modules
-> Playbooks for S3, RDS, VPC, EC2
-> SOC 2 PCI DSS 4.0 enforceable controls
compliance.tf/docs/guides/mi…
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Anton Babenko 🇺🇦 retweeted
#268 - AWS Lightsail AI Agents, Faster Terraform Applies, Local RAG for IaC, Lifecycle Rules Without Forks, and Combining Argo CD With Terraform
weekly.tf/p/issue-268-aws-li…
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