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6905333b74f22949d97baa21 | I’m doing a security review of maddy’s SMTP handling and want to understand how it behaves when message boundaries and authentication state are pushed into edge cases. With the server accepting unauthenticated mail on port 25 and authenticated submission on port 587, I want to see how strictly it enforces protocol rule... | I began my security review of maddy's SMTP handling by examining how the system deals with message boundaries and authentication state under protocol edge conditions. To understand the actual runtime behavior rather than relying on code inspection, I wrote targeted test scripts and observed what the running system reve... | foxcpp/maddy | 26452dd8dd787dc455278b0fdd296f4a5432c768 | go | Security | [{"id": "9fc3117ea9667ddbcc86e56d9f9fd16e", "title": "1.1 Reports how maddy handles a message body containing an embedded single dot line (e.g., content before dot, \".\", content after dot)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "b6fb05ccf52dd2d9a69d6d4251eea167", "title... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_foxcpp_maddy_1.0 |
6905333b74f22949d97ba9b7 | I am onboarding to Grafana and want to understand, at a practical level, what happens when a dashboard panel executes a query. With a local Grafana instance running, observe the end-to-end flow of a panel query against a built-in data source. I want to see how a query is issued from the browser, how it is handled by th... | I started by checking if Grafana was already running on the system. I ran:
```bash
ps -ef | grep grafana | grep -v grep
```
And I saw:
```text
root 59061 59047 0 16:54 ? 00:00:06 go run ./pkg/cmd/grafana -- server -packaging=dev cfg:app_mode=development cfg:server.http_addr=0.0.0.0
root 59263 59061 ... | grafana/grafana | 4550cfb5b72886782d9a3e6cf995f8dbd57ca4ff | ts | Code Onboarding | [{"id": "7e258ee98d62233c3fd3b7cea733e506", "title": "1.1: States the HTTP endpoint path that handles panel queries (such as /api/ds/query path, query endpoint URL, datasource query route)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "d1a3c4bc1b1f202e91e1a7230cdb87bd", "title":... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_grafana_grafana_1.0 |
6905333b74f22949d97ba9af | I'm trying to get the development environment running locally for the first time, and the documentation isn't very clear about the startup order or what breaks if certain setup steps are skipped. I want to bring the whole stack up from scratch and note what actually happens along the way.
To start with, I want to see ... | I started by setting up a local test environment with PostgreSQL to explore how the SimpleLogin development stack behaves under different setup conditions. My goal was to observe actual runtime behavior rather than just reading the code, so I created a test database (simplelogin_test) and ran various scenarios to captu... | simple-login/app | 2cd6ee777f8c2d3531559588bcfb18627ffb5d2c | ts | Code Onboarding | [{"id": "f25d2a5c73c3a6b6c2e1b354e6d03244", "title": "1.1: 1.1: States that the exception type raised when accessing the login page with an empty database is sqlalchemy.exc.ProgrammingError.", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "013c8783509910191ecf23d977e60f99", "title... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_simple-login_app_1.0 |
6905333b74f22949d97ba9d3 | I am trying to understand how paperless-ngx processes documents at runtime before making any changes. Once the application is up and all of its services are running, I want to submit a test PDF and observe how the ingestion pipeline actually behaves. As the document moves through the system, which services are involved... | To understand how paperless ngx processes documents at runtime I first need to start the application with all required services. The system architecture relies on three main services coordinated through supervisord. The gunicorn web server handles HTTP requests and serves the web interface on port 8000. The document co... | paperless-ngx/paperless-ngx | 542221a38dff06361e07976452f9aea24d210542 | python | Architecture & system design | [{"id": "43c6133576f3457792ca201ce295c85b", "title": "1.1: Identifies the log sequence showing Consuming and Detected mime type and Parser messages to demonstrate observed workflow order", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "6e292e429f95ebfc723adfc7d8257182", "title": "... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_paperless-ngx_paperless-ngx_e233ae8334038a4b615ea2e4ce663e30_qna_1.01 |
6905333b74f22949d97baa10 | I am onboarding to the maddy codebase and need help understanding the runtime behavior by executing tests and tracing actual code paths.
Could you run the SMTP endpoint tests with verbose output? I want to see the exact log messages that appear during a successful delivery versus an aborted one. Specifically, show me ... |
I started by exploring the maddy repository to understand its structure and how SMTP connections flow through the system at runtime.
To understand which Go types and source files handle incoming SMTP connections, I examined the internal/endpoint/smtp package. The core architecture is defined in internal/endpoint/smtp... | foxcpp/maddy | 26452dd8dd787dc455278b0fdd296f4a5432c768 | go | Code Onboarding | [{"id": "a7e3c74e1649da9ff8cb0323a307d52a", "title": "1.1: Reports verbose Go test output markers for the SMTP endpoint test run (e.g., lines starting with '=== RUN' or '--- PASS', plus the final 'ok...' line).", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "147641edd52db64e5a413... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_foxcpp_maddy_1.0 |
6905333b74f22949d97ba9e8 | I've been investigating SimpleLogin's authentication and noticed some behaviors I need to verify by actually observing the running system.
When I'm logged into the web interface and make API calls without an API key header, the requests seem to work. I need to confirm what HTTP status code actually comes back and what... | I investigated SimpleLogin's authentication and runtime behaviors by creating test scripts that import and execute the actual code.
First, I wanted to understand what happens when you make API calls while logged into the web interface but without providing an API key. I created this test script `actual_runtime_ask1_as... | simple-login/app | 2cd6ee777f8c2d3531559588bcfb18627ffb5d2c | ts | Security | [{"id": "cdc9550c2b42b520ae882d5854a4aa7f", "title": "1.1: Reports the HTTP status code returned when making API calls without an API key header while logged into the web interface (e.g., HTTP 200, 200 OK, status code 200)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "779272cfb... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_simple-login_app_1.0 |
6905333b74f22949d97ba9f8 | I’m trying to understand how Kitty divides rendering-adjacent work across Python, C, and Go, and I want to base that understanding on what can be demonstrated at runtime rather than assumptions from reading the repo.
Can you start Kitty from this repository and put it under sustained rendering pressure (lots of colore... | # Kitty Runtime Rendering Architecture Investigation
I started by building Kitty from this repository and examining its runtime behavior under sustained rendering pressure. The goal was to understand how Python, C, and Go divide rendering-adjacent work, based strictly on observable runtime artifacts.
----------------... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Architecture & system design | [{"id": "aedcf0ee138a375ac4669f3afaff78ec", "title": "1.1: Reports that libharfbuzz is loaded into the main Kitty process for text shaping (e.g., via ldd output showing libharfbuzz.so)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "f65ac546cdd535f6e6af3bcd4f779173", "title": "1.... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
6905333b74f22949d97ba9e5 | I'm trying to understand how kitty's terminal reflow system works internally. When the window is resized, text needs to be redistributed across the new dimensions while maintaining line continuations and cursor positions. I've noticed some edge cases where the reflow doesn't seem to preserve logical line boundaries cor... | When kitty's terminal window is resized, the text reflow system must redistribute content across new dimensions while preserving logical line boundaries and cursor positions. The primary orchestration happens in screen.c where the resize entry point coordinates the rewrapping of both visible and scrollback buffers.
Lo... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Root-cause analysis | [{"id": "5114e779595a11b4892b20fe912416b9", "title": "1.1: Identifies a resize entry point function in screen.c (e.g., screen_resize).", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "4d2f4e617d67da505c56a4958b777d7f", "title": "1.2: Identifies a rewrap function in line-buf.c (e.g... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
6905333b74f22949d97baa2b | I’m trying to sanity check the security boundary of this project’s optional SSH exec support, but I have an uncomfortable suspicion: I half expect that somewhere along the way the server ends up executing the command as a shell like string, that the path guardrails and safety flags are more of a superficial patch than ... | When I read this project's SSH exec handling, the part that matters for the security boundary is simple to state but easy to get wrong in practice: the server does not execute a "shell string", it constructs an argv vector, it normalizes and resolves the destination path before putting it into argv, and then it conditi... | drakkan/sftpgo | 44634210287cb192f2a53147eafb84a33a96826b | go | Security | [{"id": "c6edec7b6234ca4b5ecc79e40a80c3b9", "title": "1.1: Identifies the function that constructs the system command argv for SSH exec (e.g., getSystemCommand in sftpd/ssh_cmd.go)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "3dab6444ad27dc2a2d2bd787c5cc45b9", "title": "1.2: E... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_drakkan_sftpgo_1.0 |
6905333b74f22949d97baa07 | I want to understand how kitty behaves when a large amount of terminal graphics data arrives faster than the system can comfortably respond. As data flows in and the terminal tries to react, how does it decide whether to buffer, pause, or slow things down? What happens internally when responses need to be written back ... | When large amounts of terminal graphics data arrive in kitty faster than the system can process them, the data flow management occurs through several interconnected mechanisms in the child monitor and graphics manager subsystems. The primary buffering decisions happen in child-monitor.c where the IO thread manages read... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Architecture & system design | [{"id": "cb4f30e46bca664562d9f8b3486a28eb", "title": "1.1: Reports how the IO loop handles incoming data when parser buffers fill (e.g., vt_parser_has_space_for_input check, POLLIN flag management)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "344c17ef03ec17b2882fef977560c5d3",... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
6905333b74f22949d97ba9bb | I'm doing a security audit on this SFTP server, and our scanner flagged a potential command injection, but I'm getting inconsistent results trying to verify it. When I run the scanner, sometimes it reports "vulnerable" and sometimes "not vulnerable", depending on how the server is configured. I can't figure out what co... | I started by investigating the security scanner's inconsistent results. The scanner flagged a potential command injection, but the results varied based on server configuration. My goal was to understand what conditions make the vulnerability exploitable and demonstrate actual exploitation.
First, I needed to understan... | drakkan/sftpgo | 44634210287cb192f2a53147eafb84a33a96826b | go | Security | [{"id": "13deb4fa890d77c12e72621c16655879", "title": "1.1: States the exact payload string used for exploitation (e.g., '$(echo CONFIRMED > /tmp/audit_1234567890.txt)' or similar shell command substitution syntax).", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "d3e4caf52db049b21... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_drakkan_sftpgo_1.0 |
6905333b74f22949d97ba9f4 | I need to understand kitty's build and test architecture by building it from source and running its test suite. Build kitty and execute the tests, then help me trace the relationship between the compiled C extensions and the test execution flow.
When the test suite runs, it depends on various compiled extension module... | I built kitty from source by running the setup script:
`cd /app && python3 setup.py build`
The build completed successfully, compiling the GLFW wayland module and the Go-based kitten binary. To identify all compiled extension modules produced, I ran:
`find /app -name "*.so" -type f`
The output showed four extension... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Architecture & system design | [{"id": "2ca3645a3ab50f8a4f3439ee5c4cb22c", "title": "1.1: Reports building kitty produces four compiled .so files (fast_data_types.so, glfw-x11.so, glfw-wayland.so, rsync.so) to verify comprehensive build output enumeration.", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "b1d302... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
6905333b74f22949d97baa2a | I'm seeing some odd "clean start" behavior in SFTPGo from this checkout as I get ready to run it behind a TLS terminating reverse proxy, and I want to understand what the service is actually doing at runtime. When I start it with a temporary config directory and then hit a few obvious endpoints like `/`, `/web`, `/metr... | I built and ran SFTPGo from this checkout and I only trusted what I could observe in stdout logs, HTTP responses, the structured access log lines, and /metrics.
I built the binary and ran it with serve while pointing at a brand new temp config directory each time.
cd /appgo build -o /tmp/sftpgo ./
When I ran it from ... | drakkan/sftpgo | 44634210287cb192f2a53147eafb84a33a96826b | go | Root-cause analysis | [{"id": "f4d7ba7144b0a635095d5ddcd0028f17", "title": "1.1: Reports a startup log excerpt showing paths under the temp config directory (e.g., sqlite connection string showing file:/tmp/.../sftpgo.db)\n", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "7f9e12b0ef333ad97e999f63a07437... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_drakkan_sftpgo_1.0 |
6905333b74f22949d97ba9f1 | I am trying to sanity check MinIO’s policy enforcement from a security perspective, and I have a nagging worry that a principal who should be read only might still be able to mutate data through some less obvious S3 surface area when the system is under stress. Could you set up a minimal reproduction where one identity... | I started by turning the prompt into something I could empirically test at runtime: a MinIO server running locally, an IAM user that is intended to be read only for a specific bucket and prefix, and a harness that generates concurrent legitimate writes while the read only identity probes a few "write adjacent" S3 surfa... | minio/minio | c07e5b49d477b0774f23db3b290745aef8c01bd2 | go | Security | [{"id": "7515c8851bb20c459d0f489e2bcdb7ff", "title": "1.1: Reports the read-only identity setup with restricted access to a bucket and prefix (e.g., IAM policy with GetObject/ListBucket permissions only)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "6f570ce21d29e838eddbfcecb09a... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_minio_minio_1.0 |
6905333b74f22949d97baa05 | I am onboarding to the kitty codebase and want to understand how the text shaping and layout engine configures support for complex Unicode (ligatures, bidi, combining diacritics) and font fallback during initial startup. With verbose logging enabled, what exact font families and fallback chains appear in startup diagno... | I traced kitty's startup shaping and fallback behavior by turning on its verbose font diagnostics and running the initialization path end-to-end, then capturing both the emitted logs and the runtime values that are in effect before any text is rendered.
To understand the initialization flow, I first examined the relev... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Code Onboarding | [{"id": "0cbd26b58157a9a6ec933a6180e2519a", "title": "1.1: States the primary text font families selected at startup as observed in verbose runtime diagnostics (e.g., regular, bold, italic, bold-italic variants with resolved font file paths)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
6905333b74f22949d97ba9c9 | I'm building a tool that probes network paths through multiple tunnel endpoints and I've hit a strange issue with Scapy's sr/sr1 where responses seem to match the wrong requests. I'm sending probes to different gateways but responses from one gateway get matched to probes sent to another. I thought it might be a timing... | The matching logic for sr/sr1 in Scapy involves a two-stage process that occurs in the _process_packet method of sendrecv.py. When a packet arrives, the system first computes a hash using hashret() to find potential matches in a dictionary of sent packets, then validates with answers() to confirm the match. The issue w... | secdev/scapy | 0925ada485406684174d6f068dbd85c4154657b3 | python | Root-cause analysis | [{"id": "05f03c700d9595409dd62afa56122c4b", "title": "1.1: Explains the two-stage matching process in Scapy's sr/sr1 (e.g., hashret() for bucket lookup followed by answers() for validation)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "c35ed51412defca849298e9eb0ea56b7", "title"... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_secdev_scapy_1.0 |
6905333b74f22949d97baa1d | I’m testing the SimpleLogin repository and trying to understand how server-side session handling behaves at runtime, especially when stored session data is turned back into Python objects. I want to see what normal sessions look like as users log in and out and then what actually happens if the session data in Redis is... | I started by locating where this repository turns stored server side session data back into live Python objects at request time, because the runtime behavior in the prompt is defined by that boundary. The session interface is implemented in app/session.py, and it works in two stages: the browser holds a signed session ... | simple-login/app | 2cd6ee777f8c2d3531559588bcfb18627ffb5d2c | ts | Security | [{"id": "3a382a5994b9fd50efda8dcca1ae805c", "title": "1.1: Identifies the runtime structure of the signed session ID cookie value (e.g., UUID-like left part plus a signature)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "ca8ddfbf46bb1f9d0243218d92f7bae9", "title": "1.2: Reports... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_simple-login_app_1.0 |
6905333b74f22949d97ba9c0 | I am investigating Minio’s implementation of policy evaluation logic and server side encryption. I wonder what happens when a bucket level encryption requirement takes precedence over a user’s broad write permissions during an unencrypted upload. Identify the specific runtime execution sequence captured in the server t... | I started my investigation by exploring Minio's policy evaluation logic and security mechanisms. Starting with the server setup I initialized a fresh Minio instance with erasure coding across 4 drives:
```
$ mkdir -p /tmp/minio-data{1..4}
$ /go/bin/minio server /tmp/minio-data{1..4} --address :9000 --console-address :... | minio/minio | c07e5b49d477b0774f23db3b290745aef8c01bd2 | go | Root-cause analysis | [{"id": "7f90dc6aedfb60af394d31d2210ee5e8", "title": "1.1: States that when unencrypted upload requests are made on a bucket with encryption requirements, the request is rejected.", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "fa30261659e2c25f7f8fe70621df87cc", "title": "1.2: Re... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_minio_minio_1.0 |
6905333b74f22949d97ba9b2 | I'm investigating a potential information leakage issue in SimpleLogin's bounce email handling system. I've noticed that the codebase appears to support two different address formats for processing email bounces, what looks like an older format with the email log ID visible in plain text and a newer format that seems t... | I started by investigating the bounce email handling system to understand the information leakage concerns raised in the prompt.
My first step was to identify the SMTP status codes that the system returns when handling bounce emails. I created a test script to examine the actual status values:
```python
# test_statu... | simple-login/app | 2cd6ee777f8c2d3531559588bcfb18627ffb5d2c | ts | Security | [{"id": "753a4320806e2b931600eb3b2a2e3b7e", "title": "1.1: Explains how the old bounce format is processed (e.g., parse_id_from_bounce extracts ID without validation)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "be04f7218060da2c6b974d0e5a623a18", "title": "1.2: Explains how th... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_simple-login_app_1.0 |
6905333b74f22949d97baa03 | I’m trying to understand how Kitty’s codebase handles input during normal use, so I want to build my understanding around what the program actually shows while it is running. If I start Kitty from this repository with whatever debugging or tracing options are available and press a few simple keys inside the default she... | When kitty processes keyboard input during normal interactive use, the input travels through a layered architecture where the GLFW windowing layer captures raw events, the keys.c module encodes them for the terminal protocol, and the child-monitor.c I/O thread delivers the encoded bytes to the running shell. Observable... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Architecture & system design | [{"id": "6efa881936123d67214e5ab59381a5d0", "title": "1.1: Identifies which component receives keyboard input first (e.g., GLFW layer, on_key_input function, or platform input handler)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "83a1d5be961d1b851c91a7c02fac00d9", "title": "1.... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
6905333b74f22949d97ba9a8 | I'm onboarding into the SimpleLogin codebase and need to understand how it actually behaves when running. I want to know what port the Flask app binds to and what the startup logs look like when it initializes. For the health check, what response body and status code does it return? When a user creates an alias through... | I started by investigating the SimpleLogin codebase to understand its runtime behavior. My goal was to observe actual execution output rather than just reading what the code says should happen, so I created test scripts and ran commands to verify each aspect.
First, I wanted to find out what port the Flask application... | simple-login/app | 2cd6ee777f8c2d3531559588bcfb18627ffb5d2c | ts | Code Onboarding | [{"id": "971ca5bdbb4f1227839c956f318d8884", "title": "1.1: States that the Flask application binds to port 7777.", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "e62c933b0eb53950f281e019fc18da55", "title": "1.2: Reports startup log messages showing application initialization (e.g.... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_simple-login_app_1.0 |
6905333b74f22949d97ba9b8 | I’m trying to understand the Grafana repository and trying to get an intuitive feel for how the live streaming routing layer stays coherent while it is actively running, because it feels like one of those systems that only really reveals itself in motion. When the set of live routes is being refreshed in the background... | I focused on the live pipeline routing cache because the prompt is asking about overlapping background refreshes and incoming channel subscriptions, and that behavior is centralized in the CacheSegmentedTree struct that backs live rule lookups in pkg/services/live/pipeline/rule_cache_segmented.go.
The routing layer st... | grafana/grafana | 4550cfb5b72886782d9a3e6cf995f8dbd57ca4ff | ts | Architecture & system design | [{"id": "b0cd6d5e9fa8a602f98669bdc154b0eb", "title": "1.1: Identifies the routing cache structure with its per-organization design (e.g., CacheSegmentedTree with a map of org IDs to routing trees)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "792e0fada401501866fd6df078034189", ... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_grafana_grafana_1.0 |
6905333b74f22949d97ba9e0 | I am trying to figure out why the documents list can feel haunted during normal browsing, where paging through the documents view with a couple of common filters enabled can make the same document show up twice across neighboring pages or disappear for a page and then come back even though nobody is editing anything an... | I started by investigating the pagination behavior through direct code inspection and runtime observation. The goal was to identify why documents can appear twice across neighboring pages or disappear and reappear during normal browsing.
First, I examined the Document model's ordering configuration by running a quick ... | paperless-ngx/paperless-ngx | 542221a38dff06361e07976452f9aea24d210542 | python | Root-cause analysis | [{"id": "7cac5f963517d5437fa1d159e1958924", "title": "1.1: Identifies that SQL databases make no ordering guarantees for rows with identical ORDER BY values (e.g., nondeterministic behavior for tied sort keys)", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "72808dfd52f13ef7ea984a... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_paperless-ngx_paperless-ngx_e233ae8334038a4b615ea2e4ce663e30_qna_1.01 |
6905333b74f22949d97ba9e7 | I want to understand how the scrollback history buffer actually behaves under heavy load. If I generate a massive amount of terminal output, say, printing hundreds of thousands of lines rapidly, what happens to memory consumption as the history accumulates? I'd like to see actual memory measurements, not just understan... | The scrollback history buffer in kitty implements a segmented circular buffer that allocates memory incrementally rather than reserving the full configured scrollback limit upfront. I began investigating this by examining the HistoryBuf implementation in history.c and running direct measurements against kitty's C data ... | kovidgoyal/kitty | 815df1e210e0a9ab4622f5c7f2d6891d7dbeddf1 | c | Root-cause analysis | [{"id": "389f9ba64e5306861cf850b03976b7d3", "title": "1.1: States that memory is allocated in segments of approximately 5 MB per 2048 lines, with segment size depending on terminal column width\n\n", "annotations": {"type": "positive hli verifier", "importance": "must have"}}, {"id": "748334617976b66481ed5da39fc113de",... | ghcr.io/scaleapi/swe-atlas:swe_atlas_QnA_kovidgoyal_kitty_1.0 |
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