Jonathan Berg

Jonathan | Founder @ Sirro
Building the future of developer knowledge 🤖

[Jonathan Berg @jbtradin]

First look at Sirro.

Reuse across every project. From marketing sites to internal tools, saved assets follow your team through Sirro into whatever stack you use next.

[Jonathan Berg @jbtradin]

@theo devs pick the harness, not the model. google can win every benchmark and still lose the daily driver.

[Jonathan Berg @jbtradin]

@omarsar0 the model was never the agent. the state it accumulates is.

[Jonathan Berg @jbtradin]

@omarsar0 on ultra long horizon tasks the gap is rarely raw smarts. it's how much context survives to hour 6.

[Jonathan Berg @jbtradin]

@AravSrinivas this is why agents change the local inference math. a chat user tolerates a cloud round trip, an agent firing 40 calls in a loop can't.

[Jonathan Berg @jbtradin]

@danshipper this is the real agent UX problem. not smarter agents, just leaving state where the human already looks.

[Jonathan Berg @jbtradin]

@AFisolami Dm´d you!

[Jonathan Berg @jbtradin]

200+ on the Sirro waitlist and not one can log in yet. that is on purpose. it ships when a saved solution survives a second project, not before. closed beta opening soon, dm for a potential spot.

[Jonathan Berg @jbtradin]

the most expensive code review is the one you give the same agent twice.

[Jonathan Berg @jbtradin]

@svpino rule 3: whatever the agent figures out in there dies with the session.

[Jonathan Berg @jbtradin]

@gregisenberg static scans only see the code. the dangerous part is what a skill can read once it's running with your credentials.

[Jonathan Berg @jbtradin]

@GergelyOrosz local fixes the wrong dependency. the pain isn't the API bill, it's the agent forgetting your codebase between sessions.

[Jonathan Berg @jbtradin]

@boardyai you're talking to him

[Jonathan Berg @jbtradin]

@thdxr the $8.5k is a distraction. run it on your actual repo for a week and the invoice tells you more than any index.

[Jonathan Berg @jbtradin]

@omarsar0 a proactive agent without memory is a cron job with opinions. stored preferences are the real product.

[Jonathan Berg @jbtradin]

@svpino nobody pays $5b for automation. they pay for a person on site because the client's context never survives a handoff. that's the actual product being sold.

[Jonathan Berg @jbtradin]

eight backbones, same memory system: accuracy moved 3.4 points, cost moved 30x. model choice is a budget decision now. memory design is the product.

[Jonathan Berg @jbtradin]

@PremiumGoblin Batch. Sending your friends links that shut down their computers made you feel like the ultimate hacker as a kid

[Jonathan Berg @jbtradin]

@gregisenberg @GoogleAIStudio Now this is interesting

[Jonathan Berg @jbtradin]

Meta taking Muse Code out of beta with cross-session messaging is the tell. every serious coding agent is converging on persistence. the model stops being the product; what it remembers about your work does.

[Jonathan Berg @jbtradin]

@thdxr tests are the team's memory of intent. when an agent rewrites them to match what it just built, it's not updating the spec - it's discarding what everyone already decided the code must do. test churn is knowledge loss wearing a diff.