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feat(openai): trace responses api tool spans - #253

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Abhijeet Prasad (AbhiPrasad) merged 1 commit into
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abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
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abhi-feat-openai-responses-tool-spans

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all
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function addCopyButtons() {
document.querySelectorAll('pre code').forEach(function(codeBlock) {
if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;
codeBlock.parentElement.setAttribute('data-copy-added', 'true');
var btn = document.createElement('button');
btn.textContent = 'Copy';
btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';
btn.onmouseover = function() { this.style.opacity = '1'; };
btn.onmouseout = function() { this.style.opacity = '0.7'; };
btn.onclick = function() {
navigator.clipboard.writeText(codeBlock.textContent).then(function() {
btn.textContent = 'Copied!';
setTimeout(function() { btn.textContent = 'Copy'; }, 1500);
});
};
codeBlock.parentElement.style.position = 'relative';
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});
}
addCopyButtons();
// Re-run on dynamic content
var observer = new MutationObserver(addCopyButtons);
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
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feat(openai): trace responses api tool spans - #253

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
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abhi-feat-openai-responses-tool-spans

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@AbhiPrasad

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Force GitHub README to respect dark mode (function() { var style = document.createElement('style'); style.textContent = ' .markdown-body { color-scheme: dark light; } .markdown-body pre { background: #161b22 !important; } .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; } .markdown-body table th, .markdown-body table td { border-color: #30363d !important; } .markdown-body img { background: #0d1117; } .markdown-body blockquote { border-left-color: #8b949e; } .markdown-body hr { border-color: #30363d; } '; document.head.appendChild(style); })(); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content

feat(openai): trace responses api tool spans - #253

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
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abhi-feat-openai-responses-tool-spans

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Highlight search terms from Google/DuckDuckGo/Bing referrer (function() { var ref = document.referrer; var terms = []; if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) { var url = new URL(ref); var q = url.searchParams.get('q') || url.searchParams.get('p'); if (q) { terms = q.split(/\s+/).filter(function(t) { return t.length > 2; }); } } if (terms.length === 0) return; var style = document.createElement('style'); style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }'; document.head.appendChild(style); function highlight(node) { if (node.nodeType === 3) { // text node var text = node.textContent; var found = false; terms.forEach(function(term) { var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\]\\]/g, '\\') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content

feat(openai): trace responses api tool spans - #253

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans

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@AbhiPrasad

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ' feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content

feat(openai): trace responses api tool spans - #253

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans

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@AbhiPrasad

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content

feat(openai): trace responses api tool spans - #253

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans

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@AbhiPrasad

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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Successfully merging this pull request may close these issues.

[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ' feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
Skip to content

feat(openai): trace responses api tool spans - #253

Merged
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans
Apr 13, 2026
Merged

feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
mainfrom
abhi-feat-openai-responses-tool-spans

Conversation

@AbhiPrasad

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
64 checks passed
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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Successfully merging this pull request may close these issues.

[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

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@AbhiPrasad@clutchski
, 'i'); if (__m === '*' || __re.test(location.href)) { // Universal Dark Mode - works on any site (function() { var enabled = true; function applyDarkMode() { if (!enabled) return; // Create style element if it doesn't exist var style = document.getElementById('universal-dark-mode-style'); if (!style) { style = document.createElement('style'); style.id = 'universal-dark-mode-style'; document.head.appendChild(style); } // Dark mode CSS - inverts colors but preserves images/video style.textContent = ' /* Invert everything except media */ html { filter: invert(1) hue-rotate(180deg) !important; background: #1a1a2e !important; } /* Restore images, videos, iframes, canvas */ img, video, iframe, canvas, svg, picture, [style*="background-image"] { filter: invert(1) hue-rotate(180deg) !important; } /* Preserve specific elements that should not be inverted */ .no-dark-mode, .no-dark-mode *, [data-theme="light"], [data-theme="light"], .ace_editor, .ace_editor *, .CodeMirror, .CodeMirror *, .monaco-editor, .monaco-editor *, .markdown-body pre, .markdown-body pre *, .highlight, .highlight *, pre code, pre code * { filter: none !important; } /* Fix common UI elements */ .modal, .popup, .dropdown-menu, .tooltip, .popover { filter: invert(1) hue-rotate(180deg) !important; background: #2d2d44 !important; border-color: #444 !important; } /* Scrollbars */ ::-webkit-scrollbar { background: #1a1a2e !important; } ::-webkit-scrollbar-thumb { background: #444 !important; } ::-webkit-scrollbar-thumb:hover { background: #555 !important; } /* Selection */ ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; } ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; } '; } function removeDarkMode() { var style = document.getElementById('universal-dark-mode-style'); if (style) style.remove(); } // Toggle with Alt+Shift+D document.addEventListener('keydown', function(e) { if (e.altKey && e.shiftKey && e.key === 'D') { e.preventDefault(); enabled = !enabled; if (enabled) { applyDarkMode(); console.log('[Universal Dark Mode] Enabled'); } else { removeDarkMode(); console.log('[Universal Dark Mode] Disabled'); } } }); // Apply on load applyDarkMode(); // Re-apply on dynamic content var observer = new MutationObserver(function(mutations) { if (enabled && !document.getElementById('universal-dark-mode-style')) { applyDarkMode(); } }); observer.observe(document.head, { childList: true }); console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle'); })(); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })(); feat(openai): trace responses api tool spans by AbhiPrasad · Pull Request #253 · braintrustdata/braintrust-sdk-python · GitHub
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feat(openai): trace responses api tool spans - #253

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Abhijeet Prasad (AbhiPrasad) merged 1 commit into
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abhi-feat-openai-responses-tool-spans
Apr 13, 2026
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feat(openai): trace responses api tool spans#253
Abhijeet Prasad (AbhiPrasad) merged 1 commit into
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abhi-feat-openai-responses-tool-spans

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Record child tool spans for Responses API tool calls so function and web search activity appear separately from the parent LLM span. This keeps tool metadata, inputs, outputs, and errors visible for both standard and streaming responses.

Add VCR-backed coverage for function-call and web-search tool spans to lock in the new tracing behavior.

resolves#249

Record child tool spans for Responses API tool calls so function and web
search activity appear separately from the parent LLM span. This keeps
tool metadata, inputs, outputs, and errors visible for both standard and
streaming responses.
Add VCR-backed coverage for function-call and web-search tool spans to
lock in the new tracing behavior.
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad)force-pushed the abhi-feat-openai-responses-tool-spans branch from 465eaf7 to 08bd2c6CompareApril 13, 2026 14:13
@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) merged commit ece4c2d into mainApr 13, 2026
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@AbhiPrasad
Abhijeet Prasad (AbhiPrasad) deleted the abhi-feat-openai-responses-tool-spans branch April 13, 2026 14:24
Abhijeet Prasad (AbhiPrasad) added a commit that referenced this pull request Apr 14, 2026
Includes:
- #247
- #258
- #255
- #253
- #252
- #261
- #265
- #264
- #267
- #268
- #270
- #271
- #275
- #274
- #79
Maybe Includes:
- #276
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[BOT ISSUE] OpenAI: Responses API built-in tool output items not decomposed into tool spans

2 participants

@AbhiPrasad@clutchski