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Portrait of Hans Fuchs

Hans Fuchs

[ QUALITY FANATIC ]

Webmaster & Staff Software Engineer

Since 2016, I’ve had the privilege of being part of founding teams for corporate and venture-backed startups, owning critical aspects of product development and web infrastructure.

I enjoy optimizing processes beyond what was thought to be possible, in pursuit of maximum performance without compromising code and product quality.

[ Current position ]

Head of Tech Quality @ doinstruct

I optimize and maintain the entire CI/CD pipeline as well as local and remote quality gates, build specialized tooling for automation, and routinely resolve critical/high prod issues, enabling devs across all teams to work more efficiently and with less headaches.

[ Accomplishments ]

Scaled CI for agentic development: 4x increase in PR checks with 1.8x increase in GitHub Actions spend. Thanks to the monorepo migration, just 28% more devs produced 331% more output.

4× the runs for 1.8× the bill
index, Aug 10 = 1check runsbill0×2×4×Jun 1Oct 124.0×1.8×wk Aug 10 = 1×optimizationJun 1 check runs: 0.3× bill: 0.3×Jun 8 check runs: 0.2× bill: 0.2×Jun 15 check runs: 0.3× bill: 0.3×Jun 22 check runs: 0.3× bill: 0.3×Jun 29 check runs: 0.3× bill: 0.3×Jul 6 check runs: 0.8× bill: 0.7×Jul 13 check runs: 1.2× bill: 1.0×Jul 20 check runs: 1.0× bill: 0.9×Jul 27 check runs: 1.1× bill: 1.0×Aug 3 check runs: 1.0× bill: 0.9×Aug 10 check runs: 1× bill: 1×Aug 17 check runs: 1.0× bill: 0.7×Aug 24 check runs: 1.3× bill: 0.8×Aug 31 check runs: 1.9× bill: 1.1×Sep 7 check runs: 1.9× bill: 0.8×Sep 14 check runs: 1.5× bill: 0.8×Sep 21 check runs: 1.4× bill: 0.9×Sep 28 check runs: 4.0× bill: 1.8×Oct 5 check runs: 3.0× bill: 1.9×Oct 12 check runs: 1.8× bill: 1.0×index, Aug 10 = 1check runsbill0×2×4×Jun 1Oct 124.0×1.8×wk Aug 10 = 1×optimizationJun 1 check runs: 0.3× bill: 0.3×Jun 8 check runs: 0.2× bill: 0.2×Jun 15 check runs: 0.3× bill: 0.3×Jun 22 check runs: 0.3× bill: 0.3×Jun 29 check runs: 0.3× bill: 0.3×Jul 6 check runs: 0.8× bill: 0.7×Jul 13 check runs: 1.2× bill: 1.0×Jul 20 check runs: 1.0× bill: 0.9×Jul 27 check runs: 1.1× bill: 1.0×Aug 3 check runs: 1.0× bill: 0.9×Aug 10 check runs: 1× bill: 1×Aug 17 check runs: 1.0× bill: 0.7×Aug 24 check runs: 1.3× bill: 0.8×Aug 31 check runs: 1.9× bill: 1.1×Sep 7 check runs: 1.9× bill: 0.8×Sep 14 check runs: 1.5× bill: 0.8×Sep 21 check runs: 1.4× bill: 0.9×Sep 28 check runs: 4.0× bill: 1.8×Oct 5 check runs: 3.0× bill: 1.9×Oct 12 check runs: 1.8× bill: 1.0×index, Aug 10 = 1check runsbill0×1×2×3×4×5×Jun 1Jul 20Oct 124.0×1.8×wk Aug 10 = 1×optimizationJun 1 check runs: 0.3× bill: 0.3×Jun 8 check runs: 0.2× bill: 0.2×Jun 15 check runs: 0.3× bill: 0.3×Jun 22 check runs: 0.3× bill: 0.3×Jun 29 check runs: 0.3× bill: 0.3×Jul 6 check runs: 0.8× bill: 0.7×Jul 13 check runs: 1.2× bill: 1.0×Jul 20 check runs: 1.0× bill: 0.9×Jul 27 check runs: 1.1× bill: 1.0×Aug 3 check runs: 1.0× bill: 0.9×Aug 10 check runs: 1× bill: 1×Aug 17 check runs: 1.0× bill: 0.7×Aug 24 check runs: 1.3× bill: 0.8×Aug 31 check runs: 1.9× bill: 1.1×Sep 7 check runs: 1.9× bill: 0.8×Sep 14 check runs: 1.5× bill: 0.8×Sep 21 check runs: 1.4× bill: 0.9×Sep 28 check runs: 4.0× bill: 1.8×Oct 5 check runs: 3.0× bill: 1.9×Oct 12 check runs: 1.8× bill: 1.0×index, Aug 10 = 1check runsbill0×1×2×3×4×5×Jun 1Jul 6Aug 10Oct 124.0×1.8×wk Aug 10 = 1×optimizationJun 1 check runs: 0.3× bill: 0.3×Jun 8 check runs: 0.2× bill: 0.2×Jun 15 check runs: 0.3× bill: 0.3×Jun 22 check runs: 0.3× bill: 0.3×Jun 29 check runs: 0.3× bill: 0.3×Jul 6 check runs: 0.8× bill: 0.7×Jul 13 check runs: 1.2× bill: 1.0×Jul 20 check runs: 1.0× bill: 0.9×Jul 27 check runs: 1.1× bill: 1.0×Aug 3 check runs: 1.0× bill: 0.9×Aug 10 check runs: 1× bill: 1×Aug 17 check runs: 1.0× bill: 0.7×Aug 24 check runs: 1.3× bill: 0.8×Aug 31 check runs: 1.9× bill: 1.1×Sep 7 check runs: 1.9× bill: 0.8×Sep 14 check runs: 1.5× bill: 0.8×Sep 21 check runs: 1.4× bill: 0.9×Sep 28 check runs: 4.0× bill: 1.8×Oct 5 check runs: 3.0× bill: 1.9×Oct 12 check runs: 1.8× bill: 1.0×index, Aug 10 = 1check runsbill0×1×2×3×4×5×Jun 1Jun 29Jul 27Aug 24Oct 124.0×1.8×wk Aug 10 = 1×optimizationJun 1 check runs: 0.3× bill: 0.3×Jun 8 check runs: 0.2× bill: 0.2×Jun 15 check runs: 0.3× bill: 0.3×Jun 22 check runs: 0.3× bill: 0.3×Jun 29 check runs: 0.3× bill: 0.3×Jul 6 check runs: 0.8× bill: 0.7×Jul 13 check runs: 1.2× bill: 1.0×Jul 20 check runs: 1.0× bill: 0.9×Jul 27 check runs: 1.1× bill: 1.0×Aug 3 check runs: 1.0× bill: 0.9×Aug 10 check runs: 1× bill: 1×Aug 17 check runs: 1.0× bill: 0.7×Aug 24 check runs: 1.3× bill: 0.8×Aug 31 check runs: 1.9× bill: 1.1×Sep 7 check runs: 1.9× bill: 0.8×Sep 14 check runs: 1.5× bill: 0.8×Sep 21 check runs: 1.4× bill: 0.9×Sep 28 check runs: 4.0× bill: 1.8×Oct 5 check runs: 3.0× bill: 1.9×Oct 12 check runs: 1.8× bill: 1.0×
Headcount +28 %. Output +331 %.
index, Jan 25 = 100merged PRsdevelopers0200400Jan 25Sep 26431128Jan 2025 = 100monorepo5 apps joinJan 25 merged PRs: 100 developers: 100Feb 25 merged PRs: 96 developers: 89Mar 25 merged PRs: 113 developers: 106Apr 25 merged PRs: 100 developers: 111May 25 merged PRs: 131 developers: 111Jun 25 merged PRs: 118 developers: 122Jul 25 merged PRs: 183 developers: 133Aug 25 merged PRs: 194 developers: 133Sep 25 merged PRs: 180 developers: 133Oct 25 merged PRs: 170 developers: 128Nov 25 merged PRs: 154 developers: 122Dec 25 merged PRs: 111 developers: 117Jan 26 merged PRs: 109 developers: 128Feb 26 merged PRs: 120 developers: 128Mar 26 merged PRs: 143 developers: 122Apr 26 merged PRs: 132 developers: 122May 26 merged PRs: 136 developers: 117Jun 26 merged PRs: 112 developers: 117Jul 26 merged PRs: 301 developers: 139Aug 26 merged PRs: 332 developers: 117Sep 26 merged PRs: 431 developers: 128index, Jan 25 = 100merged PRsdevelopers0200400Jan 25Sep 26431128Jan 2025 = 100monorepo5 apps joinJan 25 merged PRs: 100 developers: 100Feb 25 merged PRs: 96 developers: 89Mar 25 merged PRs: 113 developers: 106Apr 25 merged PRs: 100 developers: 111May 25 merged PRs: 131 developers: 111Jun 25 merged PRs: 118 developers: 122Jul 25 merged PRs: 183 developers: 133Aug 25 merged PRs: 194 developers: 133Sep 25 merged PRs: 180 developers: 133Oct 25 merged PRs: 170 developers: 128Nov 25 merged PRs: 154 developers: 122Dec 25 merged PRs: 111 developers: 117Jan 26 merged PRs: 109 developers: 128Feb 26 merged PRs: 120 developers: 128Mar 26 merged PRs: 143 developers: 122Apr 26 merged PRs: 132 developers: 122May 26 merged PRs: 136 developers: 117Jun 26 merged PRs: 112 developers: 117Jul 26 merged PRs: 301 developers: 139Aug 26 merged PRs: 332 developers: 117Sep 26 merged PRs: 431 developers: 128index, Jan 25 = 100merged PRsdevelopers0200400Jan 25Aug 25Sep 26431128Jan 2025 = 100monorepo5 apps joinJan 25 merged PRs: 100 developers: 100Feb 25 merged PRs: 96 developers: 89Mar 25 merged PRs: 113 developers: 106Apr 25 merged PRs: 100 developers: 111May 25 merged PRs: 131 developers: 111Jun 25 merged PRs: 118 developers: 122Jul 25 merged PRs: 183 developers: 133Aug 25 merged PRs: 194 developers: 133Sep 25 merged PRs: 180 developers: 133Oct 25 merged PRs: 170 developers: 128Nov 25 merged PRs: 154 developers: 122Dec 25 merged PRs: 111 developers: 117Jan 26 merged PRs: 109 developers: 128Feb 26 merged PRs: 120 developers: 128Mar 26 merged PRs: 143 developers: 122Apr 26 merged PRs: 132 developers: 122May 26 merged PRs: 136 developers: 117Jun 26 merged PRs: 112 developers: 117Jul 26 merged PRs: 301 developers: 139Aug 26 merged PRs: 332 developers: 117Sep 26 merged PRs: 431 developers: 128index, Jan 25 = 100merged PRsdevelopers0100200300400500Jan 25Jul 25Jan 26Sep 26431128Jan 2025 = 100monorepo5 apps joinJan 25 merged PRs: 100 developers: 100Feb 25 merged PRs: 96 developers: 89Mar 25 merged PRs: 113 developers: 106Apr 25 merged PRs: 100 developers: 111May 25 merged PRs: 131 developers: 111Jun 25 merged PRs: 118 developers: 122Jul 25 merged PRs: 183 developers: 133Aug 25 merged PRs: 194 developers: 133Sep 25 merged PRs: 180 developers: 133Oct 25 merged PRs: 170 developers: 128Nov 25 merged PRs: 154 developers: 122Dec 25 merged PRs: 111 developers: 117Jan 26 merged PRs: 109 developers: 128Feb 26 merged PRs: 120 developers: 128Mar 26 merged PRs: 143 developers: 122Apr 26 merged PRs: 132 developers: 122May 26 merged PRs: 136 developers: 117Jun 26 merged PRs: 112 developers: 117Jul 26 merged PRs: 301 developers: 139Aug 26 merged PRs: 332 developers: 117Sep 26 merged PRs: 431 developers: 128index, Jan 25 = 100merged PRsdevelopers0100200300400500Jan 25Jun 25Nov 25Apr 26Sep 26431128Jan 2025 = 100monorepo5 apps joinJan 25 merged PRs: 100 developers: 100Feb 25 merged PRs: 96 developers: 89Mar 25 merged PRs: 113 developers: 106Apr 25 merged PRs: 100 developers: 111May 25 merged PRs: 131 developers: 111Jun 25 merged PRs: 118 developers: 122Jul 25 merged PRs: 183 developers: 133Aug 25 merged PRs: 194 developers: 133Sep 25 merged PRs: 180 developers: 133Oct 25 merged PRs: 170 developers: 128Nov 25 merged PRs: 154 developers: 122Dec 25 merged PRs: 111 developers: 117Jan 26 merged PRs: 109 developers: 128Feb 26 merged PRs: 120 developers: 128Mar 26 merged PRs: 143 developers: 122Apr 26 merged PRs: 132 developers: 122May 26 merged PRs: 136 developers: 117Jun 26 merged PRs: 112 developers: 117Jul 26 merged PRs: 301 developers: 139Aug 26 merged PRs: 332 developers: 117Sep 26 merged PRs: 431 developers: 128

Rebuilt CI to be deterministic and extremely fast with custom changed files detection, highly optimized PR checks, and pre-commit and pre-push checks with custom lint rules, and <4min total check time.

A push runs what it touched, not the whole repo
jobs per check run05101520Apr 6Oct 12164July mean 15changed files onlyApr 6 jobs per check run: 7Apr 13 jobs per check run: 8Apr 20 jobs per check run: 8Apr 27 jobs per check run: 8May 4 jobs per check run: 8May 11 jobs per check run: 8May 18 jobs per check run: 8May 25 jobs per check run: 8Jun 1 jobs per check run: 7Jun 8 jobs per check run: 8Jun 15 jobs per check run: 8Jun 22 jobs per check run: 12Jun 29 jobs per check run: 10Jul 6 jobs per check run: 13Jul 13 jobs per check run: 16Jul 20 jobs per check run: 16Jul 27 jobs per check run: 16Aug 3 jobs per check run: 16Aug 10 jobs per check run: 15Aug 17 jobs per check run: 13Aug 24 jobs per check run: 7Aug 31 jobs per check run: 6Sep 7 jobs per check run: 5Sep 14 jobs per check run: 5Sep 21 jobs per check run: 5Sep 28 jobs per check run: 5Oct 5 jobs per check run: 5Oct 12 jobs per check run: 4jobs per check run05101520Apr 6Oct 12164July mean 15changed files onlyApr 6 jobs per check run: 7Apr 13 jobs per check run: 8Apr 20 jobs per check run: 8Apr 27 jobs per check run: 8May 4 jobs per check run: 8May 11 jobs per check run: 8May 18 jobs per check run: 8May 25 jobs per check run: 8Jun 1 jobs per check run: 7Jun 8 jobs per check run: 8Jun 15 jobs per check run: 8Jun 22 jobs per check run: 12Jun 29 jobs per check run: 10Jul 6 jobs per check run: 13Jul 13 jobs per check run: 16Jul 20 jobs per check run: 16Jul 27 jobs per check run: 16Aug 3 jobs per check run: 16Aug 10 jobs per check run: 15Aug 17 jobs per check run: 13Aug 24 jobs per check run: 7Aug 31 jobs per check run: 6Sep 7 jobs per check run: 5Sep 14 jobs per check run: 5Sep 21 jobs per check run: 5Sep 28 jobs per check run: 5Oct 5 jobs per check run: 5Oct 12 jobs per check run: 4jobs per check run05101520Apr 6Jun 15Oct 12164July mean 15changed files onlyApr 6 jobs per check run: 7Apr 13 jobs per check run: 8Apr 20 jobs per check run: 8Apr 27 jobs per check run: 8May 4 jobs per check run: 8May 11 jobs per check run: 8May 18 jobs per check run: 8May 25 jobs per check run: 8Jun 1 jobs per check run: 7Jun 8 jobs per check run: 8Jun 15 jobs per check run: 8Jun 22 jobs per check run: 12Jun 29 jobs per check run: 10Jul 6 jobs per check run: 13Jul 13 jobs per check run: 16Jul 20 jobs per check run: 16Jul 27 jobs per check run: 16Aug 3 jobs per check run: 16Aug 10 jobs per check run: 15Aug 17 jobs per check run: 13Aug 24 jobs per check run: 7Aug 31 jobs per check run: 6Sep 7 jobs per check run: 5Sep 14 jobs per check run: 5Sep 21 jobs per check run: 5Sep 28 jobs per check run: 5Oct 5 jobs per check run: 5Oct 12 jobs per check run: 4jobs per check run05101520Apr 6May 25Jul 13Oct 12164July mean 15changed files onlyApr 6 jobs per check run: 7Apr 13 jobs per check run: 8Apr 20 jobs per check run: 8Apr 27 jobs per check run: 8May 4 jobs per check run: 8May 11 jobs per check run: 8May 18 jobs per check run: 8May 25 jobs per check run: 8Jun 1 jobs per check run: 7Jun 8 jobs per check run: 8Jun 15 jobs per check run: 8Jun 22 jobs per check run: 12Jun 29 jobs per check run: 10Jul 6 jobs per check run: 13Jul 13 jobs per check run: 16Jul 20 jobs per check run: 16Jul 27 jobs per check run: 16Aug 3 jobs per check run: 16Aug 10 jobs per check run: 15Aug 17 jobs per check run: 13Aug 24 jobs per check run: 7Aug 31 jobs per check run: 6Sep 7 jobs per check run: 5Sep 14 jobs per check run: 5Sep 21 jobs per check run: 5Sep 28 jobs per check run: 5Oct 5 jobs per check run: 5Oct 12 jobs per check run: 4jobs per check run05101520Apr 6May 18Jun 29Aug 10Oct 12164July mean 15changed files onlyApr 6 jobs per check run: 7Apr 13 jobs per check run: 8Apr 20 jobs per check run: 8Apr 27 jobs per check run: 8May 4 jobs per check run: 8May 11 jobs per check run: 8May 18 jobs per check run: 8May 25 jobs per check run: 8Jun 1 jobs per check run: 7Jun 8 jobs per check run: 8Jun 15 jobs per check run: 8Jun 22 jobs per check run: 12Jun 29 jobs per check run: 10Jul 6 jobs per check run: 13Jul 13 jobs per check run: 16Jul 20 jobs per check run: 16Jul 27 jobs per check run: 16Aug 3 jobs per check run: 16Aug 10 jobs per check run: 15Aug 17 jobs per check run: 13Aug 24 jobs per check run: 7Aug 31 jobs per check run: 6Sep 7 jobs per check run: 5Sep 14 jobs per check run: 5Sep 21 jobs per check run: 5Sep 28 jobs per check run: 5Oct 5 jobs per check run: 5Oct 12 jobs per check run: 4
PRs merge 5.8× faster
hours open → mergeMar–Junafter the gates0 h15 h30 h45 h60 hOct 121.8 hMar–Jun mean 18 hPR checks rebuiltMar 2 Mar–Jun: 15 hMar 9 Mar–Jun: 19 hMar 16 Mar–Jun: 19 hMar 23 Mar–Jun: 20 hMar 30 Mar–Jun: 24 hApr 6 Mar–Jun: 2.3 hApr 13 Mar–Jun: 19 hApr 20 Mar–Jun: 17 hApr 27 Mar–Jun: 20 hMay 4 Mar–Jun: 4.3 hMay 11 Mar–Jun: 29 hMay 18 Mar–Jun: 20 hMay 25 Mar–Jun: 6.4 hJun 1 Mar–Jun: 11 hJun 8 Mar–Jun: 60 hJun 15 Mar–Jun: 14 hJun 22 Mar–Jun: 5.5 h after the gates: 5.5 hJun 29 after the gates: 28 hJul 6 after the gates: 2.4 hJul 13 after the gates: 2.5 hJul 20 after the gates: 5.0 hJul 27 after the gates: 1.6 hAug 3 after the gates: 2.2 hAug 10 after the gates: 2.3 hAug 17 after the gates: 3.7 hAug 24 after the gates: 3.8 hAug 31 after the gates: 2.1 hSep 7 after the gates: 1.9 hSep 14 after the gates: 7.0 hSep 21 after the gates: 4.4 hSep 28 after the gates: 2.7 hOct 5 after the gates: 1.3 hOct 12 after the gates: 1.8 hhours open → mergeMar–Junafter the gates0 h15 h30 h45 h60 hMar 2Oct 121.8 hMar–Jun mean 18 hPR checks rebuiltMar 2 Mar–Jun: 15 hMar 9 Mar–Jun: 19 hMar 16 Mar–Jun: 19 hMar 23 Mar–Jun: 20 hMar 30 Mar–Jun: 24 hApr 6 Mar–Jun: 2.3 hApr 13 Mar–Jun: 19 hApr 20 Mar–Jun: 17 hApr 27 Mar–Jun: 20 hMay 4 Mar–Jun: 4.3 hMay 11 Mar–Jun: 29 hMay 18 Mar–Jun: 20 hMay 25 Mar–Jun: 6.4 hJun 1 Mar–Jun: 11 hJun 8 Mar–Jun: 60 hJun 15 Mar–Jun: 14 hJun 22 Mar–Jun: 5.5 h after the gates: 5.5 hJun 29 after the gates: 28 hJul 6 after the gates: 2.4 hJul 13 after the gates: 2.5 hJul 20 after the gates: 5.0 hJul 27 after the gates: 1.6 hAug 3 after the gates: 2.2 hAug 10 after the gates: 2.3 hAug 17 after the gates: 3.7 hAug 24 after the gates: 3.8 hAug 31 after the gates: 2.1 hSep 7 after the gates: 1.9 hSep 14 after the gates: 7.0 hSep 21 after the gates: 4.4 hSep 28 after the gates: 2.7 hOct 5 after the gates: 1.3 hOct 12 after the gates: 1.8 hhours open → mergeMar–Junafter the gates0 h15 h30 h45 h60 hMar 2May 18Oct 121.8 hMar–Jun mean 18 hPR checks rebuiltMar 2 Mar–Jun: 15 hMar 9 Mar–Jun: 19 hMar 16 Mar–Jun: 19 hMar 23 Mar–Jun: 20 hMar 30 Mar–Jun: 24 hApr 6 Mar–Jun: 2.3 hApr 13 Mar–Jun: 19 hApr 20 Mar–Jun: 17 hApr 27 Mar–Jun: 20 hMay 4 Mar–Jun: 4.3 hMay 11 Mar–Jun: 29 hMay 18 Mar–Jun: 20 hMay 25 Mar–Jun: 6.4 hJun 1 Mar–Jun: 11 hJun 8 Mar–Jun: 60 hJun 15 Mar–Jun: 14 hJun 22 Mar–Jun: 5.5 h after the gates: 5.5 hJun 29 after the gates: 28 hJul 6 after the gates: 2.4 hJul 13 after the gates: 2.5 hJul 20 after the gates: 5.0 hJul 27 after the gates: 1.6 hAug 3 after the gates: 2.2 hAug 10 after the gates: 2.3 hAug 17 after the gates: 3.7 hAug 24 after the gates: 3.8 hAug 31 after the gates: 2.1 hSep 7 after the gates: 1.9 hSep 14 after the gates: 7.0 hSep 21 after the gates: 4.4 hSep 28 after the gates: 2.7 hOct 5 after the gates: 1.3 hOct 12 after the gates: 1.8 hhours open → mergeMar–Junafter the gates0 h15 h30 h45 h60 hMar 2May 4Jul 6Oct 121.8 hMar–Jun mean 18 hPR checks rebuiltMar 2 Mar–Jun: 15 hMar 9 Mar–Jun: 19 hMar 16 Mar–Jun: 19 hMar 23 Mar–Jun: 20 hMar 30 Mar–Jun: 24 hApr 6 Mar–Jun: 2.3 hApr 13 Mar–Jun: 19 hApr 20 Mar–Jun: 17 hApr 27 Mar–Jun: 20 hMay 4 Mar–Jun: 4.3 hMay 11 Mar–Jun: 29 hMay 18 Mar–Jun: 20 hMay 25 Mar–Jun: 6.4 hJun 1 Mar–Jun: 11 hJun 8 Mar–Jun: 60 hJun 15 Mar–Jun: 14 hJun 22 Mar–Jun: 5.5 h after the gates: 5.5 hJun 29 after the gates: 28 hJul 6 after the gates: 2.4 hJul 13 after the gates: 2.5 hJul 20 after the gates: 5.0 hJul 27 after the gates: 1.6 hAug 3 after the gates: 2.2 hAug 10 after the gates: 2.3 hAug 17 after the gates: 3.7 hAug 24 after the gates: 3.8 hAug 31 after the gates: 2.1 hSep 7 after the gates: 1.9 hSep 14 after the gates: 7.0 hSep 21 after the gates: 4.4 hSep 28 after the gates: 2.7 hOct 5 after the gates: 1.3 hOct 12 after the gates: 1.8 hhours open → mergeMar–Junafter the gates0 h15 h30 h45 h60 hMar 2Apr 20Jun 8Jul 27Oct 121.8 hMar–Jun mean 18 hPR checks rebuiltMar 2 Mar–Jun: 15 hMar 9 Mar–Jun: 19 hMar 16 Mar–Jun: 19 hMar 23 Mar–Jun: 20 hMar 30 Mar–Jun: 24 hApr 6 Mar–Jun: 2.3 hApr 13 Mar–Jun: 19 hApr 20 Mar–Jun: 17 hApr 27 Mar–Jun: 20 hMay 4 Mar–Jun: 4.3 hMay 11 Mar–Jun: 29 hMay 18 Mar–Jun: 20 hMay 25 Mar–Jun: 6.4 hJun 1 Mar–Jun: 11 hJun 8 Mar–Jun: 60 hJun 15 Mar–Jun: 14 hJun 22 Mar–Jun: 5.5 h after the gates: 5.5 hJun 29 after the gates: 28 hJul 6 after the gates: 2.4 hJul 13 after the gates: 2.5 hJul 20 after the gates: 5.0 hJul 27 after the gates: 1.6 hAug 3 after the gates: 2.2 hAug 10 after the gates: 2.3 hAug 17 after the gates: 3.7 hAug 24 after the gates: 3.8 hAug 31 after the gates: 2.1 hSep 7 after the gates: 1.9 hSep 14 after the gates: 7.0 hSep 21 after the gates: 4.4 hSep 28 after the gates: 2.7 hOct 5 after the gates: 1.3 hOct 12 after the gates: 1.8 h

Defined quality gates for the entire dev team so agent PRs meet the same standard as human-written code. Despite 7.7x PR count growth, red builds went down to 1/3rd of baseline.

Red builds down 66 %
% of CI runs redMar–Junafter the gates0 %15 %30 %45 %60 %Oct 1210 %Mar–Jun mean 31 %PR checks rebuiltMar 2 Mar–Jun: 35 %Mar 9 Mar–Jun: 26 %Mar 16 Mar–Jun: 31 %Mar 23 Mar–Jun: 33 %Mar 30 Mar–Jun: 44 %Apr 6 Mar–Jun: 23 %Apr 13 Mar–Jun: 27 %Apr 20 Mar–Jun: 26 %Apr 27 Mar–Jun: 32 %May 4 Mar–Jun: 38 %May 11 Mar–Jun: 35 %May 18 Mar–Jun: 17 %May 25 Mar–Jun: 24 %Jun 1 Mar–Jun: 28 %Jun 8 Mar–Jun: 41 %Jun 15 Mar–Jun: 26 %Jun 22 Mar–Jun: 50 % after the gates: 50 %Jun 29 after the gates: 21 %Jul 6 after the gates: 16 %Jul 13 after the gates: 14 %Jul 20 after the gates: 11 %Jul 27 after the gates: 10 %Aug 3 after the gates: 12 %Aug 10 after the gates: 8 %Aug 17 after the gates: 7 %Aug 24 after the gates: 6 %Aug 31 after the gates: 11 %Sep 7 after the gates: 12 %Sep 14 after the gates: 16 %Sep 21 after the gates: 10 %Sep 28 after the gates: 10 %Oct 5 after the gates: 12 %Oct 12 after the gates: 10 %% of CI runs redMar–Junafter the gates0 %15 %30 %45 %60 %Mar 2Oct 1210 %Mar–Jun mean 31 %PR checks rebuiltMar 2 Mar–Jun: 35 %Mar 9 Mar–Jun: 26 %Mar 16 Mar–Jun: 31 %Mar 23 Mar–Jun: 33 %Mar 30 Mar–Jun: 44 %Apr 6 Mar–Jun: 23 %Apr 13 Mar–Jun: 27 %Apr 20 Mar–Jun: 26 %Apr 27 Mar–Jun: 32 %May 4 Mar–Jun: 38 %May 11 Mar–Jun: 35 %May 18 Mar–Jun: 17 %May 25 Mar–Jun: 24 %Jun 1 Mar–Jun: 28 %Jun 8 Mar–Jun: 41 %Jun 15 Mar–Jun: 26 %Jun 22 Mar–Jun: 50 % after the gates: 50 %Jun 29 after the gates: 21 %Jul 6 after the gates: 16 %Jul 13 after the gates: 14 %Jul 20 after the gates: 11 %Jul 27 after the gates: 10 %Aug 3 after the gates: 12 %Aug 10 after the gates: 8 %Aug 17 after the gates: 7 %Aug 24 after the gates: 6 %Aug 31 after the gates: 11 %Sep 7 after the gates: 12 %Sep 14 after the gates: 16 %Sep 21 after the gates: 10 %Sep 28 after the gates: 10 %Oct 5 after the gates: 12 %Oct 12 after the gates: 10 %% of CI runs redMar–Junafter the gates0 %15 %30 %45 %60 %Mar 2May 18Oct 1210 %Mar–Jun mean 31 %PR checks rebuiltMar 2 Mar–Jun: 35 %Mar 9 Mar–Jun: 26 %Mar 16 Mar–Jun: 31 %Mar 23 Mar–Jun: 33 %Mar 30 Mar–Jun: 44 %Apr 6 Mar–Jun: 23 %Apr 13 Mar–Jun: 27 %Apr 20 Mar–Jun: 26 %Apr 27 Mar–Jun: 32 %May 4 Mar–Jun: 38 %May 11 Mar–Jun: 35 %May 18 Mar–Jun: 17 %May 25 Mar–Jun: 24 %Jun 1 Mar–Jun: 28 %Jun 8 Mar–Jun: 41 %Jun 15 Mar–Jun: 26 %Jun 22 Mar–Jun: 50 % after the gates: 50 %Jun 29 after the gates: 21 %Jul 6 after the gates: 16 %Jul 13 after the gates: 14 %Jul 20 after the gates: 11 %Jul 27 after the gates: 10 %Aug 3 after the gates: 12 %Aug 10 after the gates: 8 %Aug 17 after the gates: 7 %Aug 24 after the gates: 6 %Aug 31 after the gates: 11 %Sep 7 after the gates: 12 %Sep 14 after the gates: 16 %Sep 21 after the gates: 10 %Sep 28 after the gates: 10 %Oct 5 after the gates: 12 %Oct 12 after the gates: 10 %% of CI runs redMar–Junafter the gates0 %15 %30 %45 %60 %Mar 2May 4Jul 6Oct 1210 %Mar–Jun mean 31 %PR checks rebuiltMar 2 Mar–Jun: 35 %Mar 9 Mar–Jun: 26 %Mar 16 Mar–Jun: 31 %Mar 23 Mar–Jun: 33 %Mar 30 Mar–Jun: 44 %Apr 6 Mar–Jun: 23 %Apr 13 Mar–Jun: 27 %Apr 20 Mar–Jun: 26 %Apr 27 Mar–Jun: 32 %May 4 Mar–Jun: 38 %May 11 Mar–Jun: 35 %May 18 Mar–Jun: 17 %May 25 Mar–Jun: 24 %Jun 1 Mar–Jun: 28 %Jun 8 Mar–Jun: 41 %Jun 15 Mar–Jun: 26 %Jun 22 Mar–Jun: 50 % after the gates: 50 %Jun 29 after the gates: 21 %Jul 6 after the gates: 16 %Jul 13 after the gates: 14 %Jul 20 after the gates: 11 %Jul 27 after the gates: 10 %Aug 3 after the gates: 12 %Aug 10 after the gates: 8 %Aug 17 after the gates: 7 %Aug 24 after the gates: 6 %Aug 31 after the gates: 11 %Sep 7 after the gates: 12 %Sep 14 after the gates: 16 %Sep 21 after the gates: 10 %Sep 28 after the gates: 10 %Oct 5 after the gates: 12 %Oct 12 after the gates: 10 %% of CI runs redMar–Junafter the gates0 %15 %30 %45 %60 %Mar 2Apr 20Jun 8Jul 27Oct 1210 %Mar–Jun mean 31 %PR checks rebuiltMar 2 Mar–Jun: 35 %Mar 9 Mar–Jun: 26 %Mar 16 Mar–Jun: 31 %Mar 23 Mar–Jun: 33 %Mar 30 Mar–Jun: 44 %Apr 6 Mar–Jun: 23 %Apr 13 Mar–Jun: 27 %Apr 20 Mar–Jun: 26 %Apr 27 Mar–Jun: 32 %May 4 Mar–Jun: 38 %May 11 Mar–Jun: 35 %May 18 Mar–Jun: 17 %May 25 Mar–Jun: 24 %Jun 1 Mar–Jun: 28 %Jun 8 Mar–Jun: 41 %Jun 15 Mar–Jun: 26 %Jun 22 Mar–Jun: 50 % after the gates: 50 %Jun 29 after the gates: 21 %Jul 6 after the gates: 16 %Jul 13 after the gates: 14 %Jul 20 after the gates: 11 %Jul 27 after the gates: 10 %Aug 3 after the gates: 12 %Aug 10 after the gates: 8 %Aug 17 after the gates: 7 %Aug 24 after the gates: 6 %Aug 31 after the gates: 11 %Sep 7 after the gates: 12 %Sep 14 after the gates: 16 %Sep 21 after the gates: 10 %Sep 28 after the gates: 10 %Oct 5 after the gates: 12 %Oct 12 after the gates: 10 %
7.7× more PRs merged every week
merged PRs per week0150300450600Mar 2Oct 12535Mar–Jun mean 40PR checks rebuiltMar 2 merged PRs: 47Mar 9 merged PRs: 38Mar 16 merged PRs: 48Mar 23 merged PRs: 34Mar 30 merged PRs: 20Apr 6 merged PRs: 46Apr 13 merged PRs: 47Apr 20 merged PRs: 37Apr 27 merged PRs: 66May 4 merged PRs: 41May 11 merged PRs: 27May 18 merged PRs: 36May 25 merged PRs: 31Jun 1 merged PRs: 49Jun 8 merged PRs: 22Jun 15 merged PRs: 46Jun 22 merged PRs: 47Jun 29 merged PRs: 43Jul 6 merged PRs: 106Jul 13 merged PRs: 155Jul 20 merged PRs: 137Jul 27 merged PRs: 154Aug 3 merged PRs: 141Aug 10 merged PRs: 163Aug 17 merged PRs: 153Aug 24 merged PRs: 217Aug 31 merged PRs: 302Sep 7 merged PRs: 255Sep 14 merged PRs: 178Sep 21 merged PRs: 202Sep 28 merged PRs: 295Oct 5 merged PRs: 496Oct 12 merged PRs: 535merged PRs per week0150300450600Mar 2Oct 12535Mar–Jun mean 40PR checks rebuiltMar 2 merged PRs: 47Mar 9 merged PRs: 38Mar 16 merged PRs: 48Mar 23 merged PRs: 34Mar 30 merged PRs: 20Apr 6 merged PRs: 46Apr 13 merged PRs: 47Apr 20 merged PRs: 37Apr 27 merged PRs: 66May 4 merged PRs: 41May 11 merged PRs: 27May 18 merged PRs: 36May 25 merged PRs: 31Jun 1 merged PRs: 49Jun 8 merged PRs: 22Jun 15 merged PRs: 46Jun 22 merged PRs: 47Jun 29 merged PRs: 43Jul 6 merged PRs: 106Jul 13 merged PRs: 155Jul 20 merged PRs: 137Jul 27 merged PRs: 154Aug 3 merged PRs: 141Aug 10 merged PRs: 163Aug 17 merged PRs: 153Aug 24 merged PRs: 217Aug 31 merged PRs: 302Sep 7 merged PRs: 255Sep 14 merged PRs: 178Sep 21 merged PRs: 202Sep 28 merged PRs: 295Oct 5 merged PRs: 496Oct 12 merged PRs: 535merged PRs per week0150300450600Mar 2May 18Oct 12535Mar–Jun mean 40PR checks rebuiltMar 2 merged PRs: 47Mar 9 merged PRs: 38Mar 16 merged PRs: 48Mar 23 merged PRs: 34Mar 30 merged PRs: 20Apr 6 merged PRs: 46Apr 13 merged PRs: 47Apr 20 merged PRs: 37Apr 27 merged PRs: 66May 4 merged PRs: 41May 11 merged PRs: 27May 18 merged PRs: 36May 25 merged PRs: 31Jun 1 merged PRs: 49Jun 8 merged PRs: 22Jun 15 merged PRs: 46Jun 22 merged PRs: 47Jun 29 merged PRs: 43Jul 6 merged PRs: 106Jul 13 merged PRs: 155Jul 20 merged PRs: 137Jul 27 merged PRs: 154Aug 3 merged PRs: 141Aug 10 merged PRs: 163Aug 17 merged PRs: 153Aug 24 merged PRs: 217Aug 31 merged PRs: 302Sep 7 merged PRs: 255Sep 14 merged PRs: 178Sep 21 merged PRs: 202Sep 28 merged PRs: 295Oct 5 merged PRs: 496Oct 12 merged PRs: 535merged PRs per week0150300450600Mar 2May 4Jul 6Oct 12535Mar–Jun mean 40PR checks rebuiltMar 2 merged PRs: 47Mar 9 merged PRs: 38Mar 16 merged PRs: 48Mar 23 merged PRs: 34Mar 30 merged PRs: 20Apr 6 merged PRs: 46Apr 13 merged PRs: 47Apr 20 merged PRs: 37Apr 27 merged PRs: 66May 4 merged PRs: 41May 11 merged PRs: 27May 18 merged PRs: 36May 25 merged PRs: 31Jun 1 merged PRs: 49Jun 8 merged PRs: 22Jun 15 merged PRs: 46Jun 22 merged PRs: 47Jun 29 merged PRs: 43Jul 6 merged PRs: 106Jul 13 merged PRs: 155Jul 20 merged PRs: 137Jul 27 merged PRs: 154Aug 3 merged PRs: 141Aug 10 merged PRs: 163Aug 17 merged PRs: 153Aug 24 merged PRs: 217Aug 31 merged PRs: 302Sep 7 merged PRs: 255Sep 14 merged PRs: 178Sep 21 merged PRs: 202Sep 28 merged PRs: 295Oct 5 merged PRs: 496Oct 12 merged PRs: 535merged PRs per week0150300450600Mar 2Apr 20Jun 8Jul 27Oct 12535Mar–Jun mean 40PR checks rebuiltMar 2 merged PRs: 47Mar 9 merged PRs: 38Mar 16 merged PRs: 48Mar 23 merged PRs: 34Mar 30 merged PRs: 20Apr 6 merged PRs: 46Apr 13 merged PRs: 47Apr 20 merged PRs: 37Apr 27 merged PRs: 66May 4 merged PRs: 41May 11 merged PRs: 27May 18 merged PRs: 36May 25 merged PRs: 31Jun 1 merged PRs: 49Jun 8 merged PRs: 22Jun 15 merged PRs: 46Jun 22 merged PRs: 47Jun 29 merged PRs: 43Jul 6 merged PRs: 106Jul 13 merged PRs: 155Jul 20 merged PRs: 137Jul 27 merged PRs: 154Aug 3 merged PRs: 141Aug 10 merged PRs: 163Aug 17 merged PRs: 153Aug 24 merged PRs: 217Aug 31 merged PRs: 302Sep 7 merged PRs: 255Sep 14 merged PRs: 178Sep 21 merged PRs: 202Sep 28 merged PRs: 295Oct 5 merged PRs: 496Oct 12 merged PRs: 535

Migrated all repos into one monorepo for maximum synergy: Same local + remote quality gates for all apps. Types, components, libraries, tooling, etc. shared via locally-linked packages; no build + publish step required.

Reactivity bugs count −90 %
per 100 fix commits00.511.522.5custom wrapper1.990.19native Svelte $effect reactivity fixes per 100 fixes: 1.99custom wrapper reactivity fixes per 100 fixes: 0.19per 100 fix commits012nativeSvelte$effectcustomwrapper1.990.19native Svelte $effect reactivity fixes per 100 fixes: 1.99custom wrapper reactivity fixes per 100 fixes: 0.19per 100 fix commits012native Svelte$effectcustomwrapper1.990.19native Svelte $effect reactivity fixes per 100 fixes: 1.99custom wrapper reactivity fixes per 100 fixes: 0.19per 100 fix commits00.511.522.5native Svelte$effectcustom wrapper1.990.19native Svelte $effect reactivity fixes per 100 fixes: 1.99custom wrapper reactivity fixes per 100 fixes: 0.19per 100 fix commits00.511.522.5native Svelte $effectcustom wrapper1.990.19native Svelte $effect reactivity fixes per 100 fixes: 1.99custom wrapper reactivity fixes per 100 fixes: 0.19
8.6× more runs done in under 3 minutes
% of CI runs ≤ 3 minMar–Junafter the gates0 %20 %40 %Oct 1238 %Mar–Jun mean 3.6 %PR checks rebuiltMar 2 Mar–Jun: 2 %Mar 9 Mar–Jun: 5 %Mar 16 Mar–Jun: 0 %Mar 23 Mar–Jun: 3 %Mar 30 Mar–Jun: 10 %Apr 6 Mar–Jun: 2 %Apr 13 Mar–Jun: 3 %Apr 20 Mar–Jun: 5 %Apr 27 Mar–Jun: 4 %May 4 Mar–Jun: 1 %May 11 Mar–Jun: 2 %May 18 Mar–Jun: 2 %May 25 Mar–Jun: 2 %Jun 1 Mar–Jun: 1 %Jun 8 Mar–Jun: 4 %Jun 15 Mar–Jun: 7 %Jun 22 Mar–Jun: 8 % after the gates: 8 %Jun 29 after the gates: 12 %Jul 6 after the gates: 33 %Jul 13 after the gates: 13 %Jul 20 after the gates: 13 %Jul 27 after the gates: 17 %Aug 3 after the gates: 18 %Aug 10 after the gates: 36 %Aug 17 after the gates: 46 %Aug 24 after the gates: 39 %Aug 31 after the gates: 32 %Sep 7 after the gates: 27 %Sep 14 after the gates: 21 %Sep 21 after the gates: 15 %Sep 28 after the gates: 44 %Oct 5 after the gates: 32 %Oct 12 after the gates: 38 %% of CI runs ≤ 3 minMar–Junafter the gates0 %20 %40 %Mar 2Oct 1238 %Mar–Jun mean 3.6 %PR checks rebuiltMar 2 Mar–Jun: 2 %Mar 9 Mar–Jun: 5 %Mar 16 Mar–Jun: 0 %Mar 23 Mar–Jun: 3 %Mar 30 Mar–Jun: 10 %Apr 6 Mar–Jun: 2 %Apr 13 Mar–Jun: 3 %Apr 20 Mar–Jun: 5 %Apr 27 Mar–Jun: 4 %May 4 Mar–Jun: 1 %May 11 Mar–Jun: 2 %May 18 Mar–Jun: 2 %May 25 Mar–Jun: 2 %Jun 1 Mar–Jun: 1 %Jun 8 Mar–Jun: 4 %Jun 15 Mar–Jun: 7 %Jun 22 Mar–Jun: 8 % after the gates: 8 %Jun 29 after the gates: 12 %Jul 6 after the gates: 33 %Jul 13 after the gates: 13 %Jul 20 after the gates: 13 %Jul 27 after the gates: 17 %Aug 3 after the gates: 18 %Aug 10 after the gates: 36 %Aug 17 after the gates: 46 %Aug 24 after the gates: 39 %Aug 31 after the gates: 32 %Sep 7 after the gates: 27 %Sep 14 after the gates: 21 %Sep 21 after the gates: 15 %Sep 28 after the gates: 44 %Oct 5 after the gates: 32 %Oct 12 after the gates: 38 %% of CI runs ≤ 3 minMar–Junafter the gates0 %20 %40 %Mar 2May 18Oct 1238 %Mar–Jun mean 3.6 %PR checks rebuiltMar 2 Mar–Jun: 2 %Mar 9 Mar–Jun: 5 %Mar 16 Mar–Jun: 0 %Mar 23 Mar–Jun: 3 %Mar 30 Mar–Jun: 10 %Apr 6 Mar–Jun: 2 %Apr 13 Mar–Jun: 3 %Apr 20 Mar–Jun: 5 %Apr 27 Mar–Jun: 4 %May 4 Mar–Jun: 1 %May 11 Mar–Jun: 2 %May 18 Mar–Jun: 2 %May 25 Mar–Jun: 2 %Jun 1 Mar–Jun: 1 %Jun 8 Mar–Jun: 4 %Jun 15 Mar–Jun: 7 %Jun 22 Mar–Jun: 8 % after the gates: 8 %Jun 29 after the gates: 12 %Jul 6 after the gates: 33 %Jul 13 after the gates: 13 %Jul 20 after the gates: 13 %Jul 27 after the gates: 17 %Aug 3 after the gates: 18 %Aug 10 after the gates: 36 %Aug 17 after the gates: 46 %Aug 24 after the gates: 39 %Aug 31 after the gates: 32 %Sep 7 after the gates: 27 %Sep 14 after the gates: 21 %Sep 21 after the gates: 15 %Sep 28 after the gates: 44 %Oct 5 after the gates: 32 %Oct 12 after the gates: 38 %% of CI runs ≤ 3 minMar–Junafter the gates0 %10 %20 %30 %40 %50 %Mar 2May 4Jul 6Oct 1238 %Mar–Jun mean 3.6 %PR checks rebuiltMar 2 Mar–Jun: 2 %Mar 9 Mar–Jun: 5 %Mar 16 Mar–Jun: 0 %Mar 23 Mar–Jun: 3 %Mar 30 Mar–Jun: 10 %Apr 6 Mar–Jun: 2 %Apr 13 Mar–Jun: 3 %Apr 20 Mar–Jun: 5 %Apr 27 Mar–Jun: 4 %May 4 Mar–Jun: 1 %May 11 Mar–Jun: 2 %May 18 Mar–Jun: 2 %May 25 Mar–Jun: 2 %Jun 1 Mar–Jun: 1 %Jun 8 Mar–Jun: 4 %Jun 15 Mar–Jun: 7 %Jun 22 Mar–Jun: 8 % after the gates: 8 %Jun 29 after the gates: 12 %Jul 6 after the gates: 33 %Jul 13 after the gates: 13 %Jul 20 after the gates: 13 %Jul 27 after the gates: 17 %Aug 3 after the gates: 18 %Aug 10 after the gates: 36 %Aug 17 after the gates: 46 %Aug 24 after the gates: 39 %Aug 31 after the gates: 32 %Sep 7 after the gates: 27 %Sep 14 after the gates: 21 %Sep 21 after the gates: 15 %Sep 28 after the gates: 44 %Oct 5 after the gates: 32 %Oct 12 after the gates: 38 %% of CI runs ≤ 3 minMar–Junafter the gates0 %10 %20 %30 %40 %50 %Mar 2Apr 20Jun 8Jul 27Oct 1238 %Mar–Jun mean 3.6 %PR checks rebuiltMar 2 Mar–Jun: 2 %Mar 9 Mar–Jun: 5 %Mar 16 Mar–Jun: 0 %Mar 23 Mar–Jun: 3 %Mar 30 Mar–Jun: 10 %Apr 6 Mar–Jun: 2 %Apr 13 Mar–Jun: 3 %Apr 20 Mar–Jun: 5 %Apr 27 Mar–Jun: 4 %May 4 Mar–Jun: 1 %May 11 Mar–Jun: 2 %May 18 Mar–Jun: 2 %May 25 Mar–Jun: 2 %Jun 1 Mar–Jun: 1 %Jun 8 Mar–Jun: 4 %Jun 15 Mar–Jun: 7 %Jun 22 Mar–Jun: 8 % after the gates: 8 %Jun 29 after the gates: 12 %Jul 6 after the gates: 33 %Jul 13 after the gates: 13 %Jul 20 after the gates: 13 %Jul 27 after the gates: 17 %Aug 3 after the gates: 18 %Aug 10 after the gates: 36 %Aug 17 after the gates: 46 %Aug 24 after the gates: 39 %Aug 31 after the gates: 32 %Sep 7 after the gates: 27 %Sep 14 after the gates: 21 %Sep 21 after the gates: 15 %Sep 28 after the gates: 44 %Oct 5 after the gates: 32 %Oct 12 after the gates: 38 %

Rewrote frontend session handling to be fully tab-agnostic, enabling employees to safely switch between clients for customer support, onboarding, or client demos without leaking other clients' data.

0 session bugs after the refactor
fix commits per month036912Jul 24Oct 2690cookiessessionsJul 24 session fixes: 0Aug 24 session fixes: 0Sep 24 session fixes: 0Oct 24 session fixes: 1Nov 24 session fixes: 0Dec 24 session fixes: 2Jan 25 session fixes: 1Feb 25 session fixes: 0Mar 25 session fixes: 1Apr 25 session fixes: 0May 25 session fixes: 3Jun 25 session fixes: 1Jul 25 session fixes: 4Aug 25 session fixes: 5Sep 25 session fixes: 0Oct 25 session fixes: 1Nov 25 session fixes: 2Dec 25 session fixes: 1Jan 26 session fixes: 9Feb 26 session fixes: 1Mar 26 session fixes: 3Apr 26 session fixes: 2May 26 session fixes: 4Jun 26 session fixes: 2Jul 26 session fixes: 0Aug 26 session fixes: 0Sep 26 session fixes: 0Oct 26 session fixes: 0fix commits per month036912Jul 24Oct 2690cookiessessionsJul 24 session fixes: 0Aug 24 session fixes: 0Sep 24 session fixes: 0Oct 24 session fixes: 1Nov 24 session fixes: 0Dec 24 session fixes: 2Jan 25 session fixes: 1Feb 25 session fixes: 0Mar 25 session fixes: 1Apr 25 session fixes: 0May 25 session fixes: 3Jun 25 session fixes: 1Jul 25 session fixes: 4Aug 25 session fixes: 5Sep 25 session fixes: 0Oct 25 session fixes: 1Nov 25 session fixes: 2Dec 25 session fixes: 1Jan 26 session fixes: 9Feb 26 session fixes: 1Mar 26 session fixes: 3Apr 26 session fixes: 2May 26 session fixes: 4Jun 26 session fixes: 2Jul 26 session fixes: 0Aug 26 session fixes: 0Sep 26 session fixes: 0Oct 26 session fixes: 0fix commits per month036912Jul 24May 25Oct 2690cookiessessionsJul 24 session fixes: 0Aug 24 session fixes: 0Sep 24 session fixes: 0Oct 24 session fixes: 1Nov 24 session fixes: 0Dec 24 session fixes: 2Jan 25 session fixes: 1Feb 25 session fixes: 0Mar 25 session fixes: 1Apr 25 session fixes: 0May 25 session fixes: 3Jun 25 session fixes: 1Jul 25 session fixes: 4Aug 25 session fixes: 5Sep 25 session fixes: 0Oct 25 session fixes: 1Nov 25 session fixes: 2Dec 25 session fixes: 1Jan 26 session fixes: 9Feb 26 session fixes: 1Mar 26 session fixes: 3Apr 26 session fixes: 2May 26 session fixes: 4Jun 26 session fixes: 2Jul 26 session fixes: 0Aug 26 session fixes: 0Sep 26 session fixes: 0Oct 26 session fixes: 0fix commits per month036912Jul 24Feb 25Sep 25Oct 2690cookiessessionsJul 24 session fixes: 0Aug 24 session fixes: 0Sep 24 session fixes: 0Oct 24 session fixes: 1Nov 24 session fixes: 0Dec 24 session fixes: 2Jan 25 session fixes: 1Feb 25 session fixes: 0Mar 25 session fixes: 1Apr 25 session fixes: 0May 25 session fixes: 3Jun 25 session fixes: 1Jul 25 session fixes: 4Aug 25 session fixes: 5Sep 25 session fixes: 0Oct 25 session fixes: 1Nov 25 session fixes: 2Dec 25 session fixes: 1Jan 26 session fixes: 9Feb 26 session fixes: 1Mar 26 session fixes: 3Apr 26 session fixes: 2May 26 session fixes: 4Jun 26 session fixes: 2Jul 26 session fixes: 0Aug 26 session fixes: 0Sep 26 session fixes: 0Oct 26 session fixes: 0fix commits per month036912Jul 24Jan 25Jul 25Jan 26Oct 2690cookiessessionsJul 24 session fixes: 0Aug 24 session fixes: 0Sep 24 session fixes: 0Oct 24 session fixes: 1Nov 24 session fixes: 0Dec 24 session fixes: 2Jan 25 session fixes: 1Feb 25 session fixes: 0Mar 25 session fixes: 1Apr 25 session fixes: 0May 25 session fixes: 3Jun 25 session fixes: 1Jul 25 session fixes: 4Aug 25 session fixes: 5Sep 25 session fixes: 0Oct 25 session fixes: 1Nov 25 session fixes: 2Dec 25 session fixes: 1Jan 26 session fixes: 9Feb 26 session fixes: 1Mar 26 session fixes: 3Apr 26 session fixes: 2May 26 session fixes: 4Jun 26 session fixes: 2Jul 26 session fixes: 0Aug 26 session fixes: 0Sep 26 session fixes: 0Oct 26 session fixes: 0
0 fetch bugs after the request handler
fix commits per month02468Jul 24Oct 2660request handlerJul 24 fetch fixes: 0Aug 24 fetch fixes: 1Sep 24 fetch fixes: 0Oct 24 fetch fixes: 1Nov 24 fetch fixes: 3Dec 24 fetch fixes: 1Jan 25 fetch fixes: 2Feb 25 fetch fixes: 0Mar 25 fetch fixes: 1Apr 25 fetch fixes: 2May 25 fetch fixes: 4Jun 25 fetch fixes: 1Jul 25 fetch fixes: 3Aug 25 fetch fixes: 2Sep 25 fetch fixes: 0Oct 25 fetch fixes: 2Nov 25 fetch fixes: 6Dec 25 fetch fixes: 3Jan 26 fetch fixes: 4Feb 26 fetch fixes: 0Mar 26 fetch fixes: 0Apr 26 fetch fixes: 0May 26 fetch fixes: 0Jun 26 fetch fixes: 0Jul 26 fetch fixes: 0Aug 26 fetch fixes: 0Sep 26 fetch fixes: 0Oct 26 fetch fixes: 0fix commits per month02468Jul 24Oct 2660request handlerJul 24 fetch fixes: 0Aug 24 fetch fixes: 1Sep 24 fetch fixes: 0Oct 24 fetch fixes: 1Nov 24 fetch fixes: 3Dec 24 fetch fixes: 1Jan 25 fetch fixes: 2Feb 25 fetch fixes: 0Mar 25 fetch fixes: 1Apr 25 fetch fixes: 2May 25 fetch fixes: 4Jun 25 fetch fixes: 1Jul 25 fetch fixes: 3Aug 25 fetch fixes: 2Sep 25 fetch fixes: 0Oct 25 fetch fixes: 2Nov 25 fetch fixes: 6Dec 25 fetch fixes: 3Jan 26 fetch fixes: 4Feb 26 fetch fixes: 0Mar 26 fetch fixes: 0Apr 26 fetch fixes: 0May 26 fetch fixes: 0Jun 26 fetch fixes: 0Jul 26 fetch fixes: 0Aug 26 fetch fixes: 0Sep 26 fetch fixes: 0Oct 26 fetch fixes: 0fix commits per month02468Jul 24May 25Oct 2660request handlerJul 24 fetch fixes: 0Aug 24 fetch fixes: 1Sep 24 fetch fixes: 0Oct 24 fetch fixes: 1Nov 24 fetch fixes: 3Dec 24 fetch fixes: 1Jan 25 fetch fixes: 2Feb 25 fetch fixes: 0Mar 25 fetch fixes: 1Apr 25 fetch fixes: 2May 25 fetch fixes: 4Jun 25 fetch fixes: 1Jul 25 fetch fixes: 3Aug 25 fetch fixes: 2Sep 25 fetch fixes: 0Oct 25 fetch fixes: 2Nov 25 fetch fixes: 6Dec 25 fetch fixes: 3Jan 26 fetch fixes: 4Feb 26 fetch fixes: 0Mar 26 fetch fixes: 0Apr 26 fetch fixes: 0May 26 fetch fixes: 0Jun 26 fetch fixes: 0Jul 26 fetch fixes: 0Aug 26 fetch fixes: 0Sep 26 fetch fixes: 0Oct 26 fetch fixes: 0fix commits per month02468Jul 24Feb 25Sep 25Oct 2660request handlerJul 24 fetch fixes: 0Aug 24 fetch fixes: 1Sep 24 fetch fixes: 0Oct 24 fetch fixes: 1Nov 24 fetch fixes: 3Dec 24 fetch fixes: 1Jan 25 fetch fixes: 2Feb 25 fetch fixes: 0Mar 25 fetch fixes: 1Apr 25 fetch fixes: 2May 25 fetch fixes: 4Jun 25 fetch fixes: 1Jul 25 fetch fixes: 3Aug 25 fetch fixes: 2Sep 25 fetch fixes: 0Oct 25 fetch fixes: 2Nov 25 fetch fixes: 6Dec 25 fetch fixes: 3Jan 26 fetch fixes: 4Feb 26 fetch fixes: 0Mar 26 fetch fixes: 0Apr 26 fetch fixes: 0May 26 fetch fixes: 0Jun 26 fetch fixes: 0Jul 26 fetch fixes: 0Aug 26 fetch fixes: 0Sep 26 fetch fixes: 0Oct 26 fetch fixes: 0fix commits per month02468Jul 24Jan 25Jul 25Jan 26Oct 2660request handlerJul 24 fetch fixes: 0Aug 24 fetch fixes: 1Sep 24 fetch fixes: 0Oct 24 fetch fixes: 1Nov 24 fetch fixes: 3Dec 24 fetch fixes: 1Jan 25 fetch fixes: 2Feb 25 fetch fixes: 0Mar 25 fetch fixes: 1Apr 25 fetch fixes: 2May 25 fetch fixes: 4Jun 25 fetch fixes: 1Jul 25 fetch fixes: 3Aug 25 fetch fixes: 2Sep 25 fetch fixes: 0Oct 25 fetch fixes: 2Nov 25 fetch fixes: 6Dec 25 fetch fixes: 3Jan 26 fetch fixes: 4Feb 26 fetch fixes: 0Mar 26 fetch fixes: 0Apr 26 fetch fixes: 0May 26 fetch fixes: 0Jun 26 fetch fixes: 0Jul 26 fetch fixes: 0Aug 26 fetch fixes: 0Sep 26 fetch fixes: 0Oct 26 fetch fixes: 0
[ Previous work ]

STACKIT

A corporate startup of Europe's largest retailer Schwarz Group (Lidl & Kaufland), with the aim to build Europe's first large-scale cloud contestant to AWS and GCP.

As part of a SCRUM team I built the frontend using TS + Angular and the MongoDB service broker with Golang.

Schwarz Group

Europe's largest retailer Schwarz Group (Lidl & Kaufland) financed my Bachelor's degree and made me fall in love with Linux. I learned to script and code in vim, building fullstack web apps with bash, Python, JS and PHP 5 on (slightly neglected) RHEL jump hosts, mainly for Linux server installation automation.

Hours-long manual processes were reduced to minutes, and easily observable for all admins in web dashboards instead of individual terminals.

Trumpf-backed Startup

As founding engineer at Optimate, a corporate startup of Trumpf (global market leader in industrial laser technology and machine tools) I was the main contributor to a now patented algorithm for automated 3D sheet metal part optimization and error analysis. This project involved using TS + Vue, Python, and C to their limits to combine machine learning with complex state-of-the-art 3D transformations of STEP files.

I reduced the 20min duration of the CTO's POC down to 1.5min, creating an MVP that secured additional funding by TRUMPF to grow the startup, after which I became Tech Lead of a small dev team.

hyperfocused agency

While on paternity leave, I ran my own web agency, providing design and web development services for small businesses and startups.

Website made by hyperfocused agencyWebsite made by hyperfocused agencyWebsite made by hyperfocused agency

[ 1033 contributions in 2026 ]

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