The enterprise control plane for Agentic SDLC Orchestration. We orchestrate governed AI workflows from Jira to GitHub. Bring your own model.
Joined August 2025
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Banks and telcos want the software factory too. They just can't ship their source code to someone else's cloud to get one. If your agent platform only exists as SaaS, you've excluded the companies with the biggest backlogs.
#EnterpriseAI #OnPrem #overcut
"We have 200 agents running" is the new "we have 10,000 microservices." The number matters less than whether you can answer: who started it, what it touched, what it cost, and who signed off.
#Observability #CTO #overcut
"Human in the loop" usually means a human clicking approve on 80 PRs a day. That's not oversight; that's a rubber stamp. Real gates are selective: policy decides what needs a human, and the human gets context, not a queue.
#EngineeringManagement #AIGovernance #overcut
Most agent pipelines have no memory. Run 400 fails exactly the way run 12 did. A factory that never runs retrospectives on its own output isn't a factory. It's a very expensive random number generator.
#SoftwareFactory #AgenticSDLC #overcut
There is no best model. There's a best model for triaging a ticket, a best one for reviewing a Rust PR, and a best one for writing a spec, and they change monthly. Routing per task is now an engineering decision, not a vendor decision.
#AIEngineering #LLM #overcut
Your model choice will be wrong in six months. That's fine. What's not fine is a workflow so coupled to one model that switching means rewriting. Treat models like databases: benchmarked, swappable, behind an interface.
#LLM #EnterpriseAI #overcut
Every platform team is one weekend away from a “simple” internal agent orchestrator. Six months later it has a scheduler, secrets, sandboxes, audit logs, retries, and one person who understands it. Buy the plumbing. Build what makes you different.
#BuildVsBuy #overcut
A software factory isn’t “more agents.” It’s a production line with stations: spec, implement, review, verify, ship. Each station has inputs, outputs, and a gate. Agents work the stations. Humans own the gates.
#SoftwareFactory #PlatformEngineering #overcut
Agentic engineering isn't prompting an IDE harder. It's designing the system around the agent: what it can touch, who approves its output, what happens when it fails, and what it learns for next time. The prompt is the smallest part.
#AgenticEngineering #overcut
Imagine someone in 1970 trying to describe software development in 2026.
How close would they get?
overcut.ai retweeted
developers got much faster. organizations didn't.
400+ companies, median PR throughput moved 7.76% while adoption jumped 65%.
their level IV is a system that starts its own work from bugs, CI failures, incidents, slack threads. that's a layer someone has to build, not a stage you grow into.
it's what we've been building at @iamovercut, and our customers are running it today.
full take: overcut.ai/blog/the-agentic-…
Today we’re launching 𝐓𝐡𝐞 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐀𝐰𝐚𝐤𝐞𝐧𝐢𝐧𝐠, the deep-dive research and playbook on agentic development. ⭐
20+ AI-pilled engineering teams → 63-pages of insights and frameworks to guide a company’s transformation.
Developer teams want to know:
"How are we measuring up? 🧵
theagenticawakening.com/
overcut.ai retweeted
Heading to Vegas for Ai4, August 4–6. 🤩
Would love to connect with enterprise AI leaders, engineering execs, founders, and investors thinking about where AI adoption goes next.
At @iamovercut , we're building the orchestration layer that gets teams from scattered coding agents to governed, org-wide agentic SDLC - the kind that scales without keeping your security team up at night.
If you'll be there and want to talk enterprise AI, agentic SDLC, or deploying agents at scale, let's grab coffee.
See you at The Venetian.
overcut.ai retweeted
If you’re leading engineering, platform, DevOps, or AI initiatives, this session is for you.
Join us on July 21 as we discuss the shift from SDLC to ADLC and what it takes to build an autonomous engineering organization.
Register here:
linkedin.com/events/fromsdlc…
overcut.ai retweeted
A night in San Francisco: you walk into a room, and every conversation is with someone building.
Yesterday’s event was a great reminder of that. Really enjoyed listening to @DevRelChap and @mattyp discuss what Developer Relations looks like in the age of AI, then spending the rest of the evening talking with founders building the next generation of developer tools.
Always great catching up with Eitan Kay, who’s building something truly mind-blowing at the intersection of the human brain and AI 🧠.
The pace of innovation here is hard to describe until you experience it.
overcut.ai retweeted
Next stop: San Francisco. 🇺🇸
I’m spending the next two months in the Bay Area meeting customers, founders, investors, and engineering teams.
We’re at an exciting stage at @iamovercut, and I can’t wait for what’s ahead. If you’re around and would like to grab coffee, send me a message.
Every developer on your team has individual AI agents running locally, but nobody has standards. Custom scripts trapped in dotfiles are building an unmaintainable legacy. It's time to centralize your autonomous workflows.
#TechDebt #PlatformEngineering #overcut
AI made writing code significantly faster, but the operational work around that code didn't move an inch. Stop letting broken engineering processes bottleneck your delivery metrics.
#EngineeringManagement #DevOps #overcut
Most AI coding products today optimize for individual developer productivity inside the IDE. Overcut is built for the organization, providing governance, auditability, and observability over scaled AI systems.
#CTO #EnterpriseAI #overcut
Run autonomous workflows in completely isolated execution sandboxes. Repositories are cloned dynamically per run, tools are injected securely based on permissions, and full audit logs are captured.
#ApplicationSecurity #DevSecOps #overcut