<?xml version="1.0" encoding="utf-8"?>
<feed xmlns="http://www.w3.org/2005/Atom">
  <title>Maris Stella Labs: changelog</title>
  <subtitle>Every change merged into the repository: tools, research, website and platform.</subtitle>
  <link href="https://marisstella.app/changelog/"/>
  <link rel="self" href="https://marisstella.app/changelog/feed.xml"/>
  <id>https://marisstella.app/changelog/</id>
  <updated>2026-10-31T00:00:00Z</updated>
  <author><name>Maris Stella Labs</name></author>
  <entry>
    <title>Research: research/aerolog-scaling: milestone 9o, estimated noise correlation (GLS)</title>
    <link href="https://marisstella.app/research/aerolog-scaling/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12153</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/aerolog-scaling: milestone 9o, estimated noise correlation (GLS) (pull request #12153)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: schedule page hold-dates field</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12155</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: schedule page hold-dates field (pull request #12155)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Stone That Keeps the Sun (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12152</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Stone That Keeps the Sun (text only) (pull request #12152)</summary>
  </entry>
  <entry>
    <title>Tools: redteam: rsu-withholding-gap-calculator 2026-10-31</title>
    <link href="https://marisstella.app/rsu-withholding-gap-calculator/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12151</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>redteam: rsu-withholding-gap-calculator 2026-10-31 (pull request #12151)</summary>
  </entry>
  <entry>
    <title>Platform &amp; process: process: repair run record writeups value and name the fix in the validator error</title>
    <link href="https://github.com/Duncan-Haywood/oss-monorepo/pull/12150"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12150</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="platform"/>
    <summary>process: repair run record writeups value and name the fix in the validator error (pull request #12150)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: schedule page documents notBefore hold dates, example carries one</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12149</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: schedule page documents notBefore hold dates, example carries one (pull request #12149)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: every page links to the other six, with a test</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12148</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: every page links to the other six, with a test (pull request #12148)</summary>
  </entry>
  <entry>
    <title>Tools: saints-by-candlelight: episode 62, Philip and the Traveller on the Gaza Road (text only)</title>
    <link href="https://marisstella.app/saints-by-candlelight/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12146</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>saints-by-candlelight: episode 62, Philip and the Traveller on the Gaza Road (text only) (pull request #12146)</summary>
  </entry>
  <entry>
    <title>Platform &amp; process: process: repair two malformed run records that turn main_health red</title>
    <link href="https://github.com/Duncan-Haywood/oss-monorepo/pull/12145"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12145</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="platform"/>
    <summary>process: repair two malformed run records that turn main_health red (pull request #12145)</summary>
  </entry>
  <entry>
    <title>Website: polish: seo_title batch 11, 20 titles for 2026-10-25/26 posts</title>
    <link href="https://github.com/Duncan-Haywood/oss-monorepo/pull/12144"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12144</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="site"/>
    <summary>polish: seo_title batch 11, 20 titles for 2026-10-25/26 posts (pull request #12144)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: slab edge line in insulation text, F-factor field clicked in Chromium</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12143</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: slab edge line in insulation text, F-factor field clicked in Chromium (pull request #12143)</summary>
  </entry>
  <entry>
    <title>Website: polish: seo_title batch 10, 25 titles for 2026-10-26 posts</title>
    <link href="https://github.com/Duncan-Haywood/oss-monorepo/pull/12142"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12142</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="site"/>
    <summary>polish: seo_title batch 10, 25 titles for 2026-10-26 posts (pull request #12142)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: footing steps box on the foundation card</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12141</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: footing steps box on the foundation card (pull request #12141)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Count Between (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12140</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Count Between (text only) (pull request #12140)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: schedule notBefore start dates</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12139</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: schedule notBefore start dates (pull request #12139)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: concrete calculator page (slab, footing, piers; quarter-yard order, bags)</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12137</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: concrete calculator page (slab, footing, piers; quarter-yard order, bags) (pull request #12137)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: monthly weather-rates field on the schedule page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12136</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: monthly weather-rates field on the schedule page (pull request #12136)</summary>
  </entry>
  <entry>
    <title>Research: research/aerolog-scaling: milestone 9n, whitened residuals for coloured noise</title>
    <link href="https://marisstella.app/research/aerolog-scaling/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12135</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/aerolog-scaling: milestone 9n, whitened residuals for coloured noise (pull request #12135)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: weather allowance field on the schedule page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12134</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: weather allowance field on the schedule page (pull request #12134)</summary>
  </entry>
  <entry>
    <title>Research: research/llm-coding-inference: milestone 7e, 2,000-draw coverage check into paper and README</title>
    <link href="https://marisstella.app/research/llm-coding-inference/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12132</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/llm-coding-inference: milestone 7e, 2,000-draw coverage check into paper and README (pull request #12132)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: monthly weather-loss rates in the schedule</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12131</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: monthly weather-loss rates in the schedule (pull request #12131)</summary>
  </entry>
  <entry>
    <title>Tools: saints-by-candlelight: episode 61, Bartimaeus and the Cloak Thrown Aside (text only)</title>
    <link href="https://marisstella.app/saints-by-candlelight/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12129</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>saints-by-candlelight: episode 61, Bartimaeus and the Cloak Thrown Aside (text only) (pull request #12129)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: weather allowance for exposed schedule activities</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12128</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: weather allowance for exposed schedule activities (pull request #12128)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: landing open edges page field</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12127</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: landing open edges page field (pull request #12127)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: standalone siding calculator page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12126</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: standalone siding calculator page (pull request #12126)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: per-crew days off in the schedule (resource calendar)</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12125</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: per-crew days off in the schedule (resource calendar) (pull request #12125)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Weight on the Pfarrsaal (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12124</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Weight on the Pfarrsaal (text only) (pull request #12124)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Foot of the Ladder (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12123</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Foot of the Ladder (text only) (pull request #12123)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: stair guard and handrail page field</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12122</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: stair guard and handrail page field (pull request #12122)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: construction schedule page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12121</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: construction schedule page (pull request #12121)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: nine settings validators return an error for wrong-shaped input</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12120</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: nine settings validators return an error for wrong-shaped input (pull request #12120)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: drywall calculator page (sheets with cuts counted)</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12118</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: drywall calculator page (sheets with cuts counted) (pull request #12118)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: foundation validator errors on wrong-shaped input instead of throwing</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12117</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: foundation validator errors on wrong-shaped input instead of throwing (pull request #12117)</summary>
  </entry>
  <entry>
    <title>Research: research/lowcomm-training: 6n compression excess not linear in omega</title>
    <link href="https://marisstella.app/research/lowcomm-training/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12114</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/lowcomm-training: 6n compression excess not linear in omega (pull request #12114)</summary>
  </entry>
  <entry>
    <title>Research: research/civ-levers: lagged elite recruitment and stress (history milestone, second run)</title>
    <link href="https://marisstella.app/research/civ-levers/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12116</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/civ-levers: lagged elite recruitment and stress (history milestone, second run) (pull request #12116)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Finger That Reads Ninety-Four (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12115</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Finger That Reads Ninety-Four (text only) (pull request #12115)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: walkout stem wall quantities</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12113</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: walkout stem wall quantities (pull request #12113)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: refuse bad stringer spacing, nosing and landing dimensions</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12112</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: refuse bad stringer spacing, nosing and landing dimensions (pull request #12112)</summary>
  </entry>
  <entry>
    <title>Research: research/heavy-hydraulics: milestone 3j, two manual figures agree on the rating-point drop</title>
    <link href="https://marisstella.app/research/heavy-hydraulics/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12111</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/heavy-hydraulics: milestone 3j, two manual figures agree on the rating-point drop (pull request #12111)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: reject a negative dormer window sill</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12110</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: reject a negative dormer window sill (pull request #12110)</summary>
  </entry>
  <entry>
    <title>Website: process: shorten over-long seo_title that turned main red (check_post_frontmatter)</title>
    <link href="https://github.com/Duncan-Haywood/oss-monorepo/pull/12109"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12109</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="site"/>
    <summary>process: shorten over-long seo_title that turned main red (check_post_frontmatter) (pull request #12109)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: deck blocking field on the page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12108</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: deck blocking field on the page (pull request #12108)</summary>
  </entry>
  <entry>
    <title>Research: research/build-data: milestone 4 instrument, split-conformal (CQR) and drift diagnostic, tests; no real-data run (feeds unreachable)</title>
    <link href="https://marisstella.app/research/build-data/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12107</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/build-data: milestone 4 instrument, split-conformal (CQR) and drift diagnostic, tests; no real-data run (feeds unreachable) (pull request #12107)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: schedule durations from takeoff quantities and typed production rates</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12106</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: schedule durations from takeoff quantities and typed production rates (pull request #12106)</summary>
  </entry>
  <entry>
    <title>Research: research/marine-colregs: COLREGs-aware collision avoidance, three planners on 115 encounters</title>
    <link href="https://marisstella.app/research/marine-colregs/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12105</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/marine-colregs: COLREGs-aware collision avoidance, three planners on 115 encounters (pull request #12105)</summary>
  </entry>
  <entry>
    <title>Tools: Sweep duplicate meta descriptions; make 22 vs- pages unique</title>
    <link href="https://marisstella.app/asphalt-driveway-pave-bid-calculator/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12103</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>Sweep duplicate meta descriptions; make 22 vs- pages unique (pull request #12103)</summary>
  </entry>
  <entry>
    <title>Tools: saints-by-candlelight: episode 60, Simeon and Anna and the Child in the Temple (text only)</title>
    <link href="https://marisstella.app/saints-by-candlelight/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12104</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>saints-by-candlelight: episode 60, Simeon and Anna and the Child in the Temple (text only) (pull request #12104)</summary>
  </entry>
  <entry>
    <title>Research: research/build-data: milestone 3, boosted quantile models vs baseline (H1)</title>
    <link href="https://marisstella.app/research/build-data/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12091</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/build-data: milestone 3, boosted quantile models vs baseline (H1) (pull request #12091)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: gable dormer front window on the page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12101</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: gable dormer front window on the page (pull request #12101)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Cupboard That Breathes Out (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12100</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Cupboard That Breathes Out (text only) (pull request #12100)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: shed dormer front window fields on the page</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12099</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: shed dormer front window fields on the page (pull request #12099)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: shed dormer on the page (shape select, roof opening depth)</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12097</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: shed dormer on the page (shape select, roof opening depth) (pull request #12097)</summary>
  </entry>
  <entry>
    <title>Research: research/aerolog-scaling: milestone 9m, coloured sensor noise in the output-error fit</title>
    <link href="https://marisstella.app/research/aerolog-scaling/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12096</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>research/aerolog-scaling: milestone 9m, coloured sensor noise in the output-error fit (pull request #12096)</summary>
  </entry>
  <entry>
    <title>Tools: saints-by-candlelight: Hezekiah and the Letter Spread Out in the Temple (text only)</title>
    <link href="https://marisstella.app/saints-by-candlelight/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12095</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>saints-by-candlelight: Hezekiah and the Letter Spread Out in the Temple (text only) (pull request #12095)</summary>
  </entry>
  <entry>
    <title>Tools: hearth-and-horizon: The Lid That Stayed Shut (text only)</title>
    <link href="https://marisstella.app/hearth-and-horizon/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12094</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>hearth-and-horizon: The Lid That Stayed Shut (text only) (pull request #12094)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: ROADMAP lists shed dormers as landed</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12093</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: ROADMAP lists shed dormers as landed (pull request #12093)</summary>
  </entry>
  <entry>
    <title>Research: heavy-hydraulics: fold milestone 3i into paper section 3.5</title>
    <link href="https://marisstella.app/research/heavy-hydraulics/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12092</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="research"/>
    <summary>heavy-hydraulics: fold milestone 3i into paper section 3.5 (pull request #12092)</summary>
  </entry>
  <entry>
    <title>Website: polish: seo_title batch 9 (22 posts) + shed-dormer post description</title>
    <link href="https://github.com/Duncan-Haywood/oss-monorepo/pull/12090"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12090</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="site"/>
    <summary>polish: seo_title batch 9 (22 posts) + shed-dormer post description (pull request #12090)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: air leakage (ACH50, N, volume) in the heat load</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12088</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: air leakage (ACH50, N, volume) in the heat load (pull request #12088)</summary>
  </entry>
  <entry>
    <title>Tools: wall-framing-takeoff: shed dormer window and main-roof opening</title>
    <link href="https://marisstella.app/wall-framing-takeoff/"/>
    <id>https://github.com/Duncan-Haywood/oss-monorepo/pull/12089</id>
    <updated>2026-10-31T00:00:00Z</updated>
    <category term="tools"/>
    <summary>wall-framing-takeoff: shed dormer window and main-roof opening (pull request #12089)</summary>
  </entry>
</feed>
