... whose contents changed. It couldn't see the other half: a dependency that starts running code the moment you npm install. That isn't a new file and it isn't a code change, it's a lockfile diff. Branch protection and required reviews do nothing about it, because there's nothing in there a reviewer would recognise as suspicious. Now the scan reads package-lock.json on your default branch

... empty state needs handling. Errors need messages. Settings need a place to live. None of these feel optional in the moment, but a week later I look up and I've spent most of my time on the branches instead of the trunk. So my question is about where you draw the line while you're still in the middle of building. How complete does the core feature need to be before you call it done ... ... ugly errors, no settings and fix it only if users complain? Or is there a minimum level of finish below which people won't even try it? And more practically: how do you tell the difference between a side branch

... none of it was a config mistake. Our generator page had a link meaning save this to my account, and it was computed from whether you were signed in, so a signed-in visitor skipped the signup step. One branch, on the highest traffic page we have, and it gives the page two bodies. A page with two bodies cannot be handed to a shared cache, so the framework did the correct thing and marked it uncacheable, silently, for months ... ... forwards a visitor who already has one. The page went from two bodies to one, and became cacheable as a side effect. Nine pages moved. One deliberately did not, and that is the more interesting half. Our pricing page branches

... Virtual Assistants OpenHuman = Productivity + AI + Open Source Upstream = Productivity + AI + Email Coming in third was the Developer Tools category, which more than doubled its growth from the previous year and saw several very large launches: Kilo Code v7 for VS Code = Dev Tools + Open Source + Software Engineering Plurai = Dev Tools + AI + API  Drizz = Dev Tools + AI + No-Code Terminal Mode by Even Realities = Dev Tools + TK Open Wearables = Dev Tools + Open Source + Wearables Around this time last year, Microsoft ... ... folded GitHub into its CoreAI group. Fast forward to this year, and it s apparent that it s still a vital tool. Here were the five biggest GitHub launches: OpenHuman Kilo Code v7 for VS

... just me or other devs face it too. I use Jira and GitHub MCPs inside claude code to fetch my tickets and complete them as autonomously as possible. But it always keeps messing up finding the correct repos, branching properly or delivering a PR without CI failing. And I end up repeating instructions and copy-pasting CI errors and asking to fix it. I tracked this and I spent on avg 75mins a day repeating context and instructions. Anyone also ... ... three sessions later. Making it a numbered gate the agent has to clear before the write step is what actually stopped it. Worth splitting your 75 minutes into which kind you're repeating. If it's facts, repo names, branch

... what an agent session actually risks. It edits files in a working tree. If that tree was clean when it started, the entire session's damage is one diff you can read and one reset you can throw away. Branches cost almost nothing, so every task can live on its own one, and merging stays a human decision made after reading the evidence. Underneath that sits the layer most people only meet in a crisis: the reflog. Every commit, reset ... ... rebase, and branch

... made. Cut to one audience. Cleanest read, sharpest page but I'd be turning away people who might be the best fit, and I don't have the data to know which one to keep. Keep six and branch the product. Honest, and expensive. Weeks of work to build six paths that are mostly the same path. Keep six and stop implying they're different. Say plainly that it's one tool and here are six things people do with ... ... product distinguishes between, is that positioning, or is it a way of not deciding? Comment from Owen Carter(@owen_carter3): I wouldn t build six paths until the data proves they're needed . Positioning should probably come before product branching

... scraper node was supposed to rotate its address after being blocked too often. It had rotated zero times in twelve hours. The block counter was fed in the general error path, but a captcha was caught by an earlier branch that returned before reaching it. So the one failure the entire mechanism existed for was the one failure it could not see. The node called itself healthy the whole time it was being turned away. Three. My public status page ... ... which changes on every restart, so the status page counted phantom machines for weeks. Twelve hours passed with zero rotations because the block counter was fed on a general error path while the real failure returned in an earlier branch

... When a milestone starts, the agent shreds that story into implementation tickets and works them one at a time. This is  its  altitude. I never open one. I never name a function. I never see a branch. That line is the whole design. The moves that need taste stay with me; everything mechanical including the agent's own mistakes stays below the line. The blueprint is the only thing I read end to end Before any code exists ... ... user  would recognise, in the order they'll ship. I comment until it's right "drop revoke for v1, it's not load-bearing" and the agent regenerates the list. No code has been written. No branch

... could whoever got in reach? Now: every scan records a fingerprint of what auto-executes in the repo, and the next one tells you what moved. A file that auto-executes appeared. An existing one's contents changed. A branch tip that used to be signed no longer is. It survives renames and re-obfuscation, because a variant still has to appear and appearing is the thing being watched. It also maps your capability footprint: workflow permissions and triggers, self ... ... need both, something watching what's already in the repo plus something else on the dependency side. Will keep an eye on #58 if it lands. Comment from Raffay Sajjad(@raffay_sajjad): Wouldn't either, honestly. We lean on branch

... What replaced it is dumber and I like it much more. Two positive moments an actual save, an actual "this helped" bank a signal. On the second one the native sheet fires directly. No pre-ask, no fork, no branch where I get to decide who's allowed to count. iOS makes the final call on whether the sheet even appears, which I have zero visibility into and have made peace with. Sixty-day cooldown, three prompts lifetime ... ... replaced it with nothing. Unhappy people used to land in a form. Now they land in the App Store, or nowhere. Has anyone kept an always-available feedback door open without it quietly turning back into the sad-face branch

... Interactive stories have existed for years - but creating them still feels unnecessarily complicated. Writers often need one tool to write, another to manage branching paths, another to publish, and somewhere else entirely to find readers and monetize their work. As readers, we also felt that interactive stories were scattered across different apps, games, websites, and communities. That s one of the reasons we started building Forgeon. Our goal is to create one platform where authors can build interactive stories, publish ... ... them, reach readers, and earn - while readers get one place to discover and experience stories shaped by choices, branching

... rather than hold the line forever. A stalled job that took the cautious path is recoverable. A stalled job that just sat there is a support ticket. Comment from Dale Mooney(@dalemooney): @alex_amancio_candoa_   @aadilghani  Constant versus invariant is the useful thing here and I am taking it. One addition: you cannot separate them by observation, but you can by deliberately violating the constant once. A property that survives a test faking an unattended caller ... ... write. On your offline finding I would push slightly, because renaming the bucket does not fix it. The test is not whether the two states are distinguishable in the column. It is whether anything downstream branches

... solved the "explaining a system clearly" problem but a GDD full of well-connected notes still left a gap before anything became a testable prototype. This release closes that gap. A designer can now sketch a quest, write the branching dialogue for the NPC who gives it, block out the level layout where it takes place, and rough in the UI that displays it to the player, all inside one connected canvas, without switching between four different tools that ... ... scattered notes to something a team can actually walk through and test, faster than assembling the same thing across a notebook, a spreadsheet, and a whiteboard tool. What's Actually New in 1.0 Dialogue creation. You can now plan branching

... holds. that verification step was always on me. we just shipped something in FetchSandbox to close that loop. after it catches a bug, it now nudges the agent to rerun the same request and surface a behavioral comparison, before vs after. same scenario, does it pass clean? that receipt is now automatic. my rule: finding the bug is table stakes. proof that the behavior changed is the job. "i fixed the code" and "the fix works" are not the same ... ... arbitrary user-DB case is the genuinely hard one. The thing I keep landing on: you rarely need to freeze the whole DB capturing just the read/write set the failing transaction actually touched is usually enough to recreate the branch

... entire thing lives in the messy world of declined cards expired cards, insufficient funds, bank 3-D Secure/SCA challenges that all look similar in the data but need completely different handling. Vibe-coding something where a wrong branch means someone gets emailed "your card was declined" when it actually went through was genuinely terrifying. I couldn't just trust the vibes. What ended up saving me wasn't better prompts it was writing dead-simple, dumb tests for every decline ... ... reason and refusing to ship a branch

... Ghani(@aadilghani): @virko_kask   Agent-state instead of task-type as the urgency signal is better than what I had, and I think you just moved my whole priority model. Category decides if it may reach me, idle-vs-busy decides how loud, that stacks cleanly and it's more honest than any static rule because it measures actual wasted time, not assumed importance. The critical-path piece you can't automate is a genuine third axis ... ... hard for a precise reason: idle-vs

... will bite someone later, I don't think a review cycle is worth spending. On Advin's question - the surprise that stuck with me was a refactor that flattened a nested conditional into early returns and quietly changed which branch ran first when two conditions were both true, tests passed because none of the existing tests covered that overlap case. Gal's blast-radius framing plus Esat's test-coverage-first rule both map onto that same incident ...

... Hello, I created Decispher ( decispher.com ) to enable human developers and AI agents working alongside each other to share their context. It has some pretty cool features, like Branch Story (explains why a branch

... Cursor just dropped " Origin ," a GitHub competitor. Cursor is moving way beyond "VS

... account.] What are your five? Comment from SARWAR ALAM(@sarwar10): My go-to tools Keynada A project I recently built to add calming, meditative typing sounds to my workflow, making coding sessions more enjoyable than standard keyboard clicks. VS Code My primary editor for writing, debugging, and maintaining code every day. Claude & ChatGPT Useful for brainstorming ideas, refining concepts, and summarizing information. GitHub & Git Bash Essential tools for version control, code management, and collaboration. Vercel Used for deploying ... ... solo founder, these are the five tools I use almost every day: ChatGPT VS

... landed on: Set aside time each week to specifically work on paying down tech-debt and refactoring. Leverage AI to go deeper when tech-debt surfaces. This starts usually with an audit for a specific topic and then branches into more thorough sub-plans. Acceptance. I'm banking on the number of feature improvements to outweigh the problems a mountain of debt will create. I guess this is the closest to the honest trade-off great product and tech divisions ... ... Fair point and yes, I believe continuous refactoring tilts the equation here. Same can be said about error resolution. As long as instrumentation is in place to catch issues quickly one could say the trade-off of moving fast vs

... Shai-Hulud / Miasma worm has been quietly pushing itself into people's GitHub repos including real, well-known OSS projects where it auto-runs the moment you open the repo in an AI editor (Claude / Cursor / Gemini / VS Code) or install it, then harvests your tokens. It lives in the GitHub source, not the npm registry, so a lockfile audit never sees it. octoscope already points at the repos you own, so this release teaches it to look. @icflorescu What ... ... fired, and no single signal alone reaches the scary tiers so a healthy repo reads clean and a real implant reads likely compromised. The report also lists every auto-executing file in the repo plus per-branch

... copy, paste, test, commit, push. That's not an AI engineer. That's autocomplete. What AUREM does differently: Reads your actual repo files (not hallucinated code) Writes the fix Runs 25-pattern security scan Commits directly to your GitHub branch Returns commit SHA in chat No VS

... have actually diverged in outcome in the ledger so far and if it's inferred, what's your cold-start before a single divergence has been observed? Comment from Alexander Bering(@alexanderbering): @aadilghani  The reason "edit vs. tell-it-to-revise vs