diff --git a/src/bin/matrixai-lint.ts b/src/bin/matrixai-lint.ts
index e5c099a..421c8b2 100644
--- a/src/bin/matrixai-lint.ts
+++ b/src/bin/matrixai-lint.ts
@@ -96,7 +96,9 @@ function printDomainList(
 ): void {
   logger.info('Available lint domains:');
   for (const domainInfo of domains) {
-    logger.info(`- ${domainInfo.domain}: ${domainInfo.description}`);
+    logger.info(
+      `Domain info: domain=${domainInfo.domain} description=${domainInfo.description}`,
+    );
   }
 }
 
@@ -106,24 +108,20 @@ function printExplain(
 ): void {
   logger.info('[matrixai-lint] Domain execution plan:');
   for (const decision of decisions) {
-    logger.info(`[matrixai-lint]  -  domain: ${decision.domain}`);
-    logger.info(
-      `[matrixai-lint]     selection: ${decision.selectionSource}${decision.explicitlyRequested ? ' (explicit)' : ''}`,
-    );
+    logger.info(`[matrixai-lint] domain=${decision.domain}`);
     logger.info(
-      `[matrixai-lint]     relevance: ${describeRelevance(decision)}`,
+      `[matrixai-lint] selection=${decision.selectionSource}${decision.explicitlyRequested ? ' (explicit)' : ''}`,
     );
+    logger.info(`[matrixai-lint] relevance=${describeRelevance(decision)}`);
     logger.info(
-      `[matrixai-lint]     availability: ${describeAvailability(decision)}`,
+      `[matrixai-lint] availability=${describeAvailability(decision)}`,
     );
     if (decision.detectionError != null) {
       logger.error(
-        `[matrixai-lint]     detection-error: ${decision.detectionError}`,
+        `[matrixai-lint] detection-error=${decision.detectionError}`,
       );
     }
-    logger.info(
-      `[matrixai-lint]     planned-action: ${decision.plannedAction}`,
-    );
+    logger.info(`[matrixai-lint] planned-action=${decision.plannedAction}`);
   }
 }
 
@@ -227,10 +225,10 @@ async function main(argv = process.argv) {
   }
 
   if (hadFailure) {
-    logger.error('[matrixai-lint]  ✖  Linting failed.');
+    logger.error('[matrixai-lint] ✖ Linting failed.');
     process.exit(1);
   } else {
-    logger.info('[matrixai-lint]  ✔  Linting passed.');
+    logger.info('[matrixai-lint] ✔ Linting passed.');
   }
 }
 
diff --git a/src/domains/engine.ts b/src/domains/engine.ts
index fd6d5de..19d9d1f 100644
--- a/src/domains/engine.ts
+++ b/src/domains/engine.ts
@@ -68,6 +68,12 @@ type LintDomainPlugin = {
       ) => LintDomainPluginResult);
 };
 
+function normalizeLogDetail(value: unknown): string {
+  return String(value)
+    .replace(/\r?\n+/g, ' | ')
+    .trim();
+}
+
 function createLintDomainRegistry(
   plugins: readonly LintDomainPlugin[],
 ): Map<LintDomain, LintDomainPlugin> {
@@ -212,7 +218,7 @@ async function runLintDomainDecisions({
     }
 
     if (plannedAction === 'fail-detection') {
-      const message = `[matrixai-lint]  -  Domain "${domain}" failed unexpectedly.\n${detectionError ?? 'Unknown detection error.'}`;
+      const message = `[matrixai-lint] - Domain "${domain}" failed unexpectedly. ${normalizeLogDetail(detectionError ?? 'Unknown detection error.')}`;
       logger.error(message);
       hadFailure = true;
       continue;
@@ -222,7 +228,7 @@ async function runLintDomainDecisions({
       if (explicitlyRequested) {
         const relevanceReason =
           detection?.relevanceReason ?? 'No files matched in effective scope.';
-        const message = `[matrixai-lint]  -  Domain "${domain}" was explicitly requested, but no files matched. ${relevanceReason}`;
+        const message = `[matrixai-lint] - Domain "${domain}" was explicitly requested, but no files matched. ${relevanceReason}`;
         logger.warn(message);
       }
       continue;
@@ -232,7 +238,7 @@ async function runLintDomainDecisions({
       const unavailableReason =
         detection?.unavailableReason ??
         `Tooling for domain "${domain}" is not available.`;
-      const message = `[matrixai-lint]  -  Domain "${domain}" cannot run. ${unavailableReason}`;
+      const message = `[matrixai-lint] - Domain "${domain}" cannot run. ${unavailableReason}`;
       logger.error(message);
       hadFailure = true;
       continue;
@@ -242,7 +248,7 @@ async function runLintDomainDecisions({
       const unavailableReason =
         detection?.unavailableReason ??
         `Tooling for domain "${domain}" is not available.`;
-      const message = `[matrixai-lint]  -  Domain "${domain}" skipped. ${unavailableReason}`;
+      const message = `[matrixai-lint] - Domain "${domain}" skipped. ${unavailableReason}`;
       logger.warn(message);
       continue;
     }
@@ -253,7 +259,7 @@ async function runLintDomainDecisions({
     }
 
     if (detection == null) {
-      const message = `[matrixai-lint]  -  Domain "${domain}" is missing detection metadata.`;
+      const message = `[matrixai-lint] - Domain "${domain}" is missing detection metadata.`;
       logger.error(message);
       hadFailure = true;
       continue;
@@ -265,7 +271,7 @@ async function runLintDomainDecisions({
         hadFailure = true;
       }
     } catch (err) {
-      const message = `[matrixai-lint]  -  Domain "${domain}" failed unexpectedly.\n${String(err)}`;
+      const message = `[matrixai-lint] - Domain "${domain}" failed unexpectedly. ${normalizeLogDetail(err)}`;
       logger.error(message);
       hadFailure = true;
     }
diff --git a/src/domains/eslint.ts b/src/domains/eslint.ts
index b6bfefc..bd083e1 100644
--- a/src/domains/eslint.ts
+++ b/src/domains/eslint.ts
@@ -6,6 +6,12 @@ import {
 import * as utils from '../utils.js';
 import { resolveLintConfig } from '../config.js';
 
+function normalizeLogDetail(value: unknown): string {
+  return String(value)
+    .replace(/\r?\n+/g, ' | ')
+    .trim();
+}
+
 const ESLINT_FILE_EXTENSIONS = [
   '.js',
   '.mjs',
@@ -109,7 +115,12 @@ function createESLintDomainPlugin(): LintDomainPlugin {
 
         return { hadFailure: hadLintingErrors };
       } catch (err) {
-        logger.error(`ESLint failed: \n${err}`);
+        const errorDetail = normalizeLogDetail(err);
+        logger.error(
+          errorDetail.length > 0
+            ? `ESLint failed. ${errorDetail}`
+            : 'ESLint failed.',
+        );
         return { hadFailure: true };
       }
     },
diff --git a/src/domains/markdown.ts b/src/domains/markdown.ts
index e97d2ce..52b6bff 100644
--- a/src/domains/markdown.ts
+++ b/src/domains/markdown.ts
@@ -17,6 +17,12 @@ const DEFAULT_MARKDOWN_SEARCH_ROOTS = [
   './docs',
 ];
 
+function normalizeLogDetail(value: unknown): string {
+  return String(value)
+    .replace(/\r?\n+/g, ' | ')
+    .trim();
+}
+
 function collectMarkdownFilesFromScope(patterns: readonly string[]): string[] {
   const matchedRelativeFiles = resolveFilesFromPatterns(
     patterns,
@@ -92,7 +98,9 @@ function createMarkdownDomainPlugin({
 
       try {
         if (prettierBin) {
-          logger.info(` ${prettierBin} \n ${prettierArgs.join('\n' + ' ')}`);
+          logger.info(
+            `Running prettier command: ${process.execPath} ${prettierBin} ${prettierArgs.join(' ')}`,
+          );
           childProcess.execFileSync(
             process.execPath,
             [prettierBin, ...prettierArgs],
@@ -104,7 +112,9 @@ function createMarkdownDomainPlugin({
             },
           );
         } else {
-          logger.info('prettier ' + prettierArgs.join('\n' + ' '));
+          logger.info(
+            `Running prettier command: prettier ${prettierArgs.join(' ')}`,
+          );
           childProcess.execFileSync('prettier', prettierArgs, {
             stdio: 'inherit',
             windowsHide: true,
@@ -114,10 +124,19 @@ function createMarkdownDomainPlugin({
           });
         }
       } catch (err) {
+        const errorDetail = normalizeLogDetail(err);
         if (!fix) {
-          logger.error('Prettier check failed.');
+          logger.error(
+            errorDetail.length > 0
+              ? `Prettier check failed. ${errorDetail}`
+              : 'Prettier check failed.',
+          );
         } else {
-          logger.error('Prettier write failed. ' + err);
+          logger.error(
+            errorDetail.length > 0
+              ? `Prettier write failed. ${errorDetail}`
+              : 'Prettier write failed.',
+          );
         }
 
         return { hadFailure: true };
diff --git a/src/domains/shell.ts b/src/domains/shell.ts
index 298e106..195ef2c 100644
--- a/src/domains/shell.ts
+++ b/src/domains/shell.ts
@@ -9,6 +9,12 @@ const platform = os.platform();
 
 const SHELL_FILE_EXTENSIONS = ['.sh'] as const;
 
+function normalizeLogDetail(value: unknown): string {
+  return String(value)
+    .replace(/\r?\n+/g, ' | ')
+    .trim();
+}
+
 function resolveShellPatterns(
   shellPatterns: readonly string[] | undefined,
   defaultSearchRoots: readonly string[],
@@ -55,7 +61,9 @@ function createShellDomainPlugin({
       }
 
       logger.info('Running shellcheck:');
-      logger.info(' ' + ['shellcheck', ...matchedFiles].join(' '));
+      logger.info(
+        `Running shellcheck command: shellcheck ${matchedFiles.join(' ')}`,
+      );
 
       try {
         childProcess.execFileSync('shellcheck', matchedFiles, {
@@ -68,7 +76,12 @@ function createShellDomainPlugin({
 
         return { hadFailure: false };
       } catch (err) {
-        logger.error('Shellcheck failed. ' + err);
+        const errorDetail = normalizeLogDetail(err);
+        logger.error(
+          errorDetail.length > 0
+            ? `Shellcheck failed. ${errorDetail}`
+            : 'Shellcheck failed.',
+        );
         return { hadFailure: true };
       }
     },
diff --git a/src/utils.ts b/src/utils.ts
index a7ddaea..d13386d 100644
--- a/src/utils.ts
+++ b/src/utils.ts
@@ -72,7 +72,9 @@ async function runESLint({
   // PATH A - user supplied explicit globs
   if (explicitGlobs?.length) {
     logger.info('Linting with explicit patterns:');
-    explicitGlobs.forEach((g) => logger.info('  ' + g));
+    explicitGlobs.forEach((pattern) => {
+      logger.info(`Linting: ${pattern}`);
+    });
 
     const eslint = new ESLint({
       overrideConfigFile: configPath || defaultConfigPath,
@@ -93,12 +95,14 @@ async function runESLint({
   const { forceInclude, tsconfigPaths } = lintConfig.domains.eslint;
 
   if (tsconfigPaths.length === 0) {
-    logger.error('[matrixai-lint]  ⚠  No tsconfig.json files found.');
+    logger.error('[matrixai-lint] ⚠ No tsconfig.json files found.');
     return true;
   }
 
   logger.info(`Found ${tsconfigPaths.length} tsconfig.json files:`);
-  tsconfigPaths.forEach((p) => logger.info('  ' + p));
+  tsconfigPaths.forEach((tsconfigPath) => {
+    logger.info(`Using tsconfig: ${tsconfigPath}`);
+  });
 
   const { files: patterns, ignore: ignorePats } = buildPatterns(
     tsconfigPaths,
@@ -109,13 +113,15 @@ async function runESLint({
 
   if (patterns.length === 0) {
     logger.warn(
-      '[matrixai-lint]  ⚠  No ESLint targets were derived from configured tsconfig paths.',
+      '[matrixai-lint] ⚠ No ESLint targets were derived from configured tsconfig paths.',
     );
     return false;
   }
 
   logger.info('Linting files:');
-  patterns.forEach((p) => logger.info('  ' + p));
+  patterns.forEach((pattern) => {
+    logger.info(`Linting: ${pattern}`);
+  });
 
   const eslint = new ESLint({
     overrideConfigFile: configPath || defaultConfigPath,
@@ -144,9 +150,28 @@ async function lintAndReport(
     await ESLint.outputFixes(results);
   }
 
+  const errorCount = results.reduce(
+    (sum, result) => sum + result.errorCount,
+    0,
+  );
+  const warningCount = results.reduce(
+    (sum, result) => sum + result.warningCount,
+    0,
+  );
+  logger.info(
+    `ESLint summary: files=${results.length} errors=${errorCount} warnings=${warningCount} fix=${fix ? 'on' : 'off'}`,
+  );
+
   const formatter = await eslint.loadFormatter('stylish');
-  logger.info(formatter.format(results));
-  const hasErrors = results.some((r) => r.errorCount > 0);
+  const formattedOutput = await formatter.format(results);
+  for (const line of formattedOutput.split(/\r?\n/)) {
+    const normalizedLine = line.trim();
+    if (normalizedLine.length > 0) {
+      logger.info(`ESLint detail: ${normalizedLine}`);
+    }
+  }
+
+  const hasErrors = errorCount > 0;
 
   return hasErrors;
 }
diff --git a/tests/bin/lint.test.ts b/tests/bin/lint.test.ts
index 54d3a31..8ba4640 100644
--- a/tests/bin/lint.test.ts
+++ b/tests/bin/lint.test.ts
@@ -265,7 +265,7 @@ describe('matrixai-lint CLI domain semantics', () => {
     );
     expect(stderrWriteSpy).toHaveBeenCalledWith(
       expect.stringContaining(
-        'INFO:matrixai-lint:[matrixai-lint]  -  domain: markdown',
+        'INFO:matrixai-lint:[matrixai-lint] domain=markdown',
       ),
     );
     expect(stderrWriteSpy).toHaveBeenCalledWith(