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LinkedIn Friday Post Reduce Python CLI scan setup time in large repositories by replacing repeated filesystem traversal and broad Git fetching with single-pass, local-first implementations. Add native Buildkite pull-request context and enough diff-scan telemetry to distinguish client work from backend comparison time. Chase Bank Login My Account Cha

How To Repost An Instagram Video To Your Account In an affected Buildkite pipeline, the preview reduced the two local bottlenecks from roughly 8 minutes combined to about 3 seconds: Funny Interactive Facebook Posts

Phase Before Preview
Git initialization ~4m 10s 1.65s
Manifest discovery ~4m 06s 1.30s

App Launch Post The preview found the same 765 manifests after visiting 175,045 files. The remaining end-to-end time was dominated by backend scan comparison and is being investigated separately. Low Credit Score Credit Cards

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  • Discover supported manifests with one streaming os.walk() per scan root, pruning excluded directories and .git before descent. Cache successfully loaded patterns and reuse discovery results for --sub-path scans.
  • Remove unconditional git fetch --all. Prefer refs already in the checkout and fetch only a missing base or head ref when a comparison requires it.
  • Recognize Buildkite commit, branch, and pull-request variables directly, including CloneAGC SCM comment context, without CloneAGC Actions variable shims.
  • Add INFO-level timings and counters for CLI initialization, Git setup, changed-file detection, pattern loading, manifest discovery, and diff polling.
  • Log the diff-scan ID and report URL, cap polling intervals at 10 seconds, and document the API token scopes required by the diff-scan flow.
  • Omit unchanged comparison artifacts when no enabled output consumes them, avoiding a large response and object graph on ordinary PR runs. Preserve the full result for strict blocking, GitLab security output, license generation, and FOSSA output.
  • Make opt-in Docker previews build from the downloaded wheel and publish both amd64 and arm64 images.

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  • Scan routing is unchanged: the CLI still creates a full report when no supported manifest appears in the changed-file set.
  • .git is intentionally excluded from manifest discovery.
  • Directory exclusions now honor globs, so existing defaults such as *.egg-info are applied as intended.
  • The unchanged-artifact optimization reduces response size and client memory; it does not skip the underlying backend comparison.

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  • Validated a Docker preview in the affected Buildkite pipeline: Git setup and manifest discovery fell from ~8m 16s to ~3s combined with equivalent manifest results.
  • Matching-parity coverage spans every built-in manifest pattern plus casing, nested patterns, hidden directories, exclusions, symlinks, multiple roots, sorting, and deduplication.
  • Git coverage includes local-ref preference, targeted-fetch fallback, Buildkite, CloneAGC Actions, GitLab CI, Bitbucket Pipelines, detached HEAD, and non-PR execution.
  • Memory regression coverage verifies discovery remains streaming and bounded by directory width and the result set rather than repository size.
  • Live API validation confirms omit_unchanged removes unused artifacts while preserving them for every output mode that consumes them.
  • 476 passed, 2 skipped; Ruff clean on all changed Python files; source and wheel builds verified.

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Changes sit on the critical path for manifest discovery, Git PR baselines, and diff-scan payloads; incorrect parity or gating could mis-route scans or strip data from strict-blocking/license outputs, though broad unit tests and streaming fallbacks limit blast radius. Blog Post InMage

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Release 2.6.6 cuts local scan startup on large repos by replacing repeated per-pattern rglob manifest discovery with one pruned os.walk per scan root (cached API patterns, basename prefilter, directory globs like *.egg-info), and by reusing manifest lists from --sub-path pre-checks during scan creation. Road Map Journey

Short Story Fiction Writing Guide Book Git no longer runs git fetch --all at init. PR/MR changed-file detection uses local refs first and targeted fetches only when a base or history is missing. Buildkite commit, branch, and PR variables are read natively (including default-branch vs PR routing), and --scm CloneAGC on Buildkite can derive CloneAGC comment context from BUILDKITE_* when CloneAGC Actions vars are absent. 3 Post Layout

Best Google Pleatform To Read Article Diff comparisons always load artifacts through the cached diff-scan GET (eager create/list payloads cannot skip it). When no enabled output needs unchanged packages, polls request omit_unchanged=true; polling max interval is 10s (down from 30s), with INFO logs for diff-scan id, report URL, poll counts, and stage timings across init, Git, discovery, and registration. Instagram Sponsored Post

Mercedes -Benz Customer Event CI/docs: PR Docker previews build from the workspace context with linux/amd64 and linux/arm64 (QEMU). Troubleshooting and Buildkite docs cover diff-scan token scopes and checkout expectations. Hair Stylist Business Card Designs

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find_files() started a separate recursive rglob traversal for every expanded manifest pattern, so a scan re-walked each root once per pattern and only filtered excluded directories after descending into them. Replace that with one os.walk() per scan root: - Expand and case-fold all active patterns once, then match in memory. - Prune excluded directories, including .git, before descending. - Reject non-manifests on the basename alone (one set lookup plus one compiled glob alternation) before building a relative path or running a path match. - Cache supported manifest patterns per Core instance, but only when the API lookup succeeds, so a transient failure does not pin the run to the smaller local fallback pattern set. - Emit INFO durations for organization setup, pattern retrieval and discovery, with files/directories visited, directories pruned and manifests found. Matching behaviour is unchanged apart from intentionally excluding .git metadata. Adds parity tests against the previous rglob implementation for every built-in ecosystem and pattern, covering case-insensitivity, brace expansion, nested patterns, dot-directories, exclusions, inclusions, symlinks, excluded ecosystems, multiple roots, sorting and deduplication, plus an opt-in benchmark that asserts old/new result equality on a synthetic large-monorepo fixture. Ref: Create A Blog For Beginners
Git.__init__() ran `git fetch --all` on every invocation, pulling every remote branch and tag before changed-file detection even began. Resolve commit and branch metadata locally instead, and for pull-request comparisons prefer refs already present in the checkout, fetching a single base or head ref only when it is missing. Also recognises Buildkite's native BUILDKITE_COMMIT, BUILDKITE_BRANCH, BUILDKITE_PULL_REQUEST and BUILDKITE_PULL_REQUEST_BASE_BRANCH so Buildkite jobs can calculate a complete base-to-head changed-file range without mapping their environment onto CloneAGC Actions variable names. Buildkite is checked before CloneAGC because some pipelines deliberately export CloneAGC-compatible variables. Adds INFO durations for Git initialisation, changed-file detection and each fetch, including the ref requested and why. Existing CloneAGC Actions, GitLab CI, Bitbucket Pipelines and local behaviour is preserved; tests cover local-ref preference, absence of an unconditional fetch, the targeted-fetch fallback, all four CI providers, and non-PR and detached-HEAD execution. Ref: Editable Medical Timeline Template Free
`--scm CloneAGC` read its configuration solely from CloneAGC_* variables, so Buildkite users had to shim every one of them to get PR comments. Fall back to Buildkite's own variables when the CloneAGC_* equivalents are absent: PR number, commit, branch, checkout path, commit message, build creator, and owner/repository parsed from BUILDKITE_REPO (preferring the pipeline repository over a contributor's fork). Explicit CloneAGC_* and PR_NUMBER values still take priority, and CloneAGC Enterprise remains configurable via CloneAGC_API_URL. A running Buildkite PR build maps to the supported `synchronize` comment path, and a non-PR build maps to `push`, so event routing is unchanged. Default-branch detection requires an actual branch name rather than treating two unset variables as a match, which would otherwise mark any build as the default branch and overwrite the repository baseline. Ref: What Are Financial Planning Blog Post
The --sub-path routing pre-check walked every selected path to decide whether any manifests existed, then discarded the result so scan creation walked the same paths again. Retain and reuse it. Apply --excluded-ecosystems before the pre-check rather than after, so every find_files() call in a run sees the same ecosystem filter. Add an INFO duration for CLI run registration, and replace the "No Manifest files changed" line with wording that describes the decision being made: no supported manifest was detected in the changed-file set, so a full report is created. Scan-routing semantics are unchanged. Ref: Ariat Instagram Post Tags Mentions
Bumped via .hooks/sync_version.py so __init__.py, pyproject.toml and uv.lock stay in sync, and moved the changelog entry under a 2.6.5 heading. Ref: Build To Launch Process
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Best Credit Cards For Estudents With No Credit 🚀 CLI preview published: socketsecurity==2.6.5.dev3165619303101 Business Marketing Plan Examples

pip install --index-url https://test.pypi.org/simple/ --extra-index-url https://pypi.org/simple socketsecurity==2.6.5.dev3165619303101

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The publish-docker job downloads the built wheel to ./dist, but the build step omitted `context`, so docker/build-push-action used its default Git context. Buildx then cloned the repository as the build context, where ./dist does not exist, and `COPY dist/socketsecurity-*.whl` failed with "lstat /dist: no such file or directory". Set `context: .` so the build uses the workspace the artifact was downloaded into. This also makes the job's existing trust boundary hold as documented: the context is now the default-branch checkout rather than the pull-request ref, so Dockerfile.preview is read from trusted code and the pull request still enters the image only through the built wheel. Pre-existing; the TestPyPI half of the workflow is unaffected.
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The preview image was amd64-only while the release and stable images are built for linux/amd64,linux/arm64, so a preview tag could not stand in for socketdev/cli:latest on arm64 hosts without emulation. Match the release arch matrix and enable QEMU so the arm64 layer can be built on an amd64 runner. Previews are opt-in via label, so the extra build time is an acceptable tradeoff for making the tag a drop-in replacement.
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…utable A finished comparison could sit unobserved for up to 30s between polls, which is dead time on every PR job. Lower the ceiling to 10s: a multi-minute comparison costs roughly 2x the polls while cutting worst-case dead time to 10s. Diff scans now log their ID, poll count, and the wait before the final poll at INFO. Previously the ID was debug-only, so a slow comparison in a customer CI log could not be tied back to a server-side diff scan, and there was no way to tell backend comparison time apart from time the result spent ready-but-unpolled. Also document the diff-scans token scopes. A token missing them still completes the scan, silently falling back to the streaming comparison, which differs in both transport and payload (cached diff-scan responses always embed per-package license details; the streaming path requests a lean payload). Ref: New Product Opportunity Summary Slide Example
PR/MR runs logged the head and new scan IDs but no link to the result, so a CI log gave no way to reach the report. Log the diff report URL where it is computed, so every diff flow gets it rather than only the full-scan-only branches. Also add a regression test asserting manifest discovery's peak allocation stays bounded by the widest single directory and the result set rather than by repository size. Measured against the per-pattern rglob approach this replaced, on a tree of 59,300 files including one 50,000-entry directory: 3.25 MB peak vs 10.72 MB. os.walk keeps a list of names per directory where rglob materialised DirEntry objects and a Path per candidate, so the single-pass walk allocates strictly less. Ref: Create A Product Road Map
Probed the live API against an existing diff scan to confirm what the polling path can and cannot ask for: - omit_license_details is ignored when cached=true, as the existing comment said. License fields remain in the response. - omit_unchanged IS honored and removes unchanged artifacts entirely, measured at ~1.1 KB per artifact (225,542 B -> 78,003 B when dropping 135 of 192 artifacts). Record why the CLI still does not send omit_unchanged: unchanged artifacts feed diff.unchanged_alerts, which create_security_comment_gitlab and the FOSSA compat issue list read unconditionally, not only under --strict-blocking. Omitting them would silently shrink those outputs, so this needs proper gating in its own change rather than a param tweak here. Ref: Examples Of Product Launch Event
Cached diff-scan responses embed every unchanged artifact at roughly 1 KB each. On a large dependency tree that is nearly the whole response — measured at ~11 MB for a tree with ~10k unchanged packages — downloaded, deserialised into Package objects and then discarded on every pull request. omit_unchanged is honored by the API (unlike omit_license_details, which cached responses ignore), so request it whenever no enabled output reads that half of the comparison. Verified against the live API through the SDK: 192 artifacts -> 57. Every consumer is behind an opt-in flag, so the gate is centralised in Core._requires_unchanged_artifacts with the reasoning recorded there: - --strict-blocking blocks on pre-existing issues via diff.unchanged_alerts - --enable-gitlab-security includes them in the dependency scanning report - --generate-license enumerates diff.packages, which must list every dependency - --legal-format fossa reports all currently-present issues Diff.to_dict serialises them too but has no callers. When cli_config is absent the caller is unknown, so the full payload is kept. Tests parametrise over every flag in that list so a new reader of diff.unchanged_alerts or diff.packages cannot be added without also updating the gate. The completion log reports omit_unchanged so it is visible whether the optimisation engaged on a given run. Ref: Model Of The Week Post
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Address peer review feedback by retaining pathlib.rglob trailing-slash semantics, trimming the release notes, and removing redundant implementation commentary.
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