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    <title>DEV Community: melonape</title>
    <description>The latest articles on DEV Community by melonape (@melonape).</description>
    <link>https://dev.to/melonape</link>
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      <title>DEV Community: melonape</title>
      <link>https://dev.to/melonape</link>
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    <item>
      <title>What I reject before a tool lands in an AI directory</title>
      <dc:creator>melonape</dc:creator>
      <pubDate>Sun, 25 Oct 2026 13:13:07 +0000</pubDate>
      <link>https://dev.to/melonape/what-i-reject-before-a-tool-lands-in-an-ai-directory-mfg</link>
      <guid>https://dev.to/melonape/what-i-reject-before-a-tool-lands-in-an-ai-directory-mfg</guid>
      <description>&lt;p&gt;Most AI directories grow by accepting submissions. That is a product choice. It also explains why so many boards feel interchangeable: the same logo wall, the same one-line blurbs, the same tools that shipped a landing page and never a pricing page that still loads.&lt;/p&gt;

&lt;p&gt;If the job is “help someone open the right official site and know what the tool is for,” volume is the wrong scoreboard. The useful work is deciding what &lt;em&gt;not&lt;/em&gt; to keep.&lt;/p&gt;

&lt;p&gt;Here is the reject list I actually use when evaluating an AI or developer tool for a curated directory. None of these require a fake “I used it for three weeks” story. They are checks against public pages anyone can open.&lt;/p&gt;

&lt;h3&gt;
  
  
  1. Marketing-only, no task surface
&lt;/h3&gt;

&lt;p&gt;Reject when the homepage is slogans, hero video, and a waitlist — and there is no clear &lt;strong&gt;input → output&lt;/strong&gt; for a real job.&lt;/p&gt;

&lt;p&gt;“AI-powered productivity for modern teams” is not a product description. A usable listing needs at least one concrete loop: paste a repo and get a PR draft, upload a PDF and get structured text, pick a model and get an API key that works. If you cannot name the loop after two minutes on the site, the directory entry will not help the next reader either.&lt;/p&gt;

&lt;h3&gt;
  
  
  2. Pricing that cannot be verified
&lt;/h3&gt;

&lt;p&gt;Reject when pricing is “Contact us” with no public bands, or when the pricing URL 404s / redirects into a broken CMS.&lt;/p&gt;

&lt;p&gt;Directories that list “Freemium” without a checkable plan page teach people the wrong habit: trusting a badge instead of a bill. If the official pricing page is gone, stale, or only available after a sales call, say so — or skip the listing until the page exists again.&lt;/p&gt;

&lt;h3&gt;
  
  
  3. No docs worth linking
&lt;/h3&gt;

&lt;p&gt;Reject when there is no docs root, no GitHub README that explains install, and no API reference for a tool that markets itself as an API.&lt;/p&gt;

&lt;p&gt;A directory link is often the last stop before someone wastes an afternoon. Official docs (or a maintained README with install, auth, and limits) are part of the product. “Coming soon” docs are not docs.&lt;/p&gt;

&lt;h3&gt;
  
  
  4. Clone spam and skin swaps
&lt;/h3&gt;

&lt;p&gt;Reject near-duplicates that only swap the brand color and the LLM logo on the homepage.&lt;/p&gt;

&lt;p&gt;The tell is structural: same feature bullets in the same order, same screenshot chrome, same “multi-model” claim with no routing or eval detail. Listing ten clones does not help a developer choose; it trains the board to rank whoever paid for placement first. Keep the clearest official product in the category; drop the rest until one of them shows a real difference (local-only mode, open weights, a distinct workflow, a license you can quote).&lt;/p&gt;

&lt;h3&gt;
  
  
  5. Star-count theater and borrowed trust
&lt;/h3&gt;

&lt;p&gt;Reject when the pitch is mostly GitHub stars, Product Hunt badges, or “trusted by 10,000 teams” with no link to a primary source you can open.&lt;/p&gt;

&lt;p&gt;Stars measure attention, not safety, uptime, or whether the license allows what you need. Same for download counters. They can sit in a “popularity” note. They should not be the reason a tool survives curation.&lt;/p&gt;

&lt;h3&gt;
  
  
  What a kept listing actually needs
&lt;/h3&gt;

&lt;p&gt;The bar for keeping something is boring on purpose:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;A &lt;strong&gt;live official URL&lt;/strong&gt; (not a Medium mirror, not a random Notion dump).&lt;/li&gt;
&lt;li&gt;A &lt;strong&gt;one-sentence job&lt;/strong&gt; a stranger could act on.&lt;/li&gt;
&lt;li&gt;Enough &lt;strong&gt;scope notes&lt;/strong&gt; that a reader knows platform, account, or license traps before they click through — without pretending the directory audited the vendor’s security program.&lt;/li&gt;
&lt;li&gt;A category that matches the job (coding assistant ≠ model gateway ≠ image app), so people are not scrolling a junk drawer.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;That is why curated boards stay smaller than submission-fed ones. The empty slots are a feature.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://warpnav.com/favorites/ai-code" rel="noopener noreferrer"&gt;WarpNav’s AI coding tools shelf&lt;/a&gt; is built around that filter set: Cursor, Claude Code, Aider, Windsurf, and similar tools sit there because each one has a checkable official surface and a named job — not because a form accepted another logo. The rest of the site follows the same idea across model apps, gateways, and open-source roundups: fewer rows, clearer official doors.&lt;/p&gt;

&lt;h3&gt;
  
  
  A short checklist before you trust any AI directory
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Does the entry link to an &lt;strong&gt;official&lt;/strong&gt; domain you can verify?&lt;/li&gt;
&lt;li&gt;Can you state the tool’s &lt;strong&gt;job&lt;/strong&gt; without copying the homepage slogan?&lt;/li&gt;
&lt;li&gt;Is &lt;strong&gt;pricing or licensing&lt;/strong&gt; visible without a sales call?&lt;/li&gt;
&lt;li&gt;Are &lt;strong&gt;docs&lt;/strong&gt; (or a real README) one click away?&lt;/li&gt;
&lt;li&gt;Would removing three near-clones make the category &lt;em&gt;easier&lt;/em&gt; to use?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;If a directory cannot survive those five questions, it is a billboard with search traffic — not a map.&lt;/p&gt;

&lt;p&gt;Coverage is easy. Saying no is the product.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>devtools</category>
      <category>opensource</category>
      <category>productivity</category>
    </item>
    <item>
      <title>When Codex says "midnight PST," what time is that on your desk?</title>
      <dc:creator>melonape</dc:creator>
      <pubDate>Sun, 25 Oct 2026 12:16:59 +0000</pubDate>
      <link>https://dev.to/melonape/when-codex-says-midnight-pst-what-time-is-that-on-your-desk-1kf3</link>
      <guid>https://dev.to/melonape/when-codex-says-midnight-pst-what-time-is-that-on-your-desk-1kf3</guid>
      <description>&lt;p&gt;When a Codex usage-limit reset shows up on X, the time string is usually not in &lt;em&gt;your&lt;/em&gt; timezone.&lt;/p&gt;

&lt;p&gt;It says things like “by midnight PST,” “before 10am PST,” or “landing by EOD.” That is fine if everyone on the team lives in California. It is less fine if one person is in Shanghai, another in Berlin, and someone else is reading the same screenshot six hours late.&lt;/p&gt;

&lt;p&gt;This is not a &lt;code&gt;/status&lt;/code&gt; walkthrough. Your personal 5-hour and weekly windows still live in the Codex UI. This is about the &lt;em&gt;other&lt;/em&gt; clock: public reset announcements that teams try to plan around — and how easy those clocks are to misread.&lt;/p&gt;

&lt;h3&gt;
  
  
  The announcement is Pacific. Your calendar is not.
&lt;/h3&gt;

&lt;p&gt;OpenAI-side Codex reset notes from Tibo often use Pacific labels: PST, “midnight,” “EOD,” “around 2pm.” Those are useful hints. They are not a world clock.&lt;/p&gt;

&lt;p&gt;A few conversion habits that cut most of the pain:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Anchor to UTC first.&lt;/strong&gt; Convert the Pacific time to a single UTC instant, then to each teammate’s local zone. Arguing in three local times at once is how “we thought it was already live” starts.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Treat “PST” as ambiguous until proven otherwise.&lt;/strong&gt; Literal PST is UTC−8. Pacific &lt;em&gt;local&lt;/em&gt; time in summer is often PDT (UTC−7). History of these announcements shows both readings show up in the wild — and they differ by one hour. One hour is enough to miss a reset window you were waiting on.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;“EOD” is not a timestamp.&lt;/strong&gt; End of day in Pacific can mean several different hours depending on who said it. Prefer a confirmation post (“all propagated,” “done”) over an EOD forecast when you need to know it &lt;em&gt;landed&lt;/em&gt;.&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;If you work from China Standard Time (UTC+8), “10am PST” is not a morning event. Literal PST puts that near &lt;strong&gt;02:00 the next calendar day&lt;/strong&gt; in Beijing; a PDT reading shifts it by another hour. Remote teams that sync on Slack screenshots without naming the zone will disagree about whether the reset “should have happened already.”&lt;/p&gt;

&lt;h3&gt;
  
  
  Personal reset ≠ public reset
&lt;/h3&gt;

&lt;p&gt;Two clocks get mashed together in Discord and Twitter threads:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Your account windows&lt;/strong&gt; — 5-hour / weekly (and whatever else your plan shows). Check them in Codex (&lt;code&gt;/status&lt;/code&gt; or Settings → Usage). Nobody else’s screenshot is your number.&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Public / global-style resets&lt;/strong&gt; — announced or confirmed for eligible paid users in public posts. Those are events. They are not proof that &lt;em&gt;your&lt;/em&gt; bar moved until you verify in-product.&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Banked resets are a third mechanism again: stored credit you choose to use, not the same thing as “everyone’s weekly just refilled.” Mixing those three under the word “reset” is how threads talk past each other.&lt;/p&gt;

&lt;h3&gt;
  
  
  One shared board beats five private conversions
&lt;/h3&gt;

&lt;p&gt;The failure mode is familiar: someone pastes a Pacific time, three people convert it differently, and the channel argues about who is “right” while the useful question — &lt;em&gt;has the public confirmation landed, and against which source post?&lt;/em&gt; — goes unanswered.&lt;/p&gt;

&lt;p&gt;For that public clock, a small curated page helps more than another CLI one-liner. &lt;a href="https://crw.warpnav.com/" rel="noopener noreferrer"&gt;Codex Reset Watch&lt;/a&gt; keeps confirmed and upcoming Codex usage-limit resets on a live &lt;strong&gt;UTC&lt;/strong&gt; countdown, with the original Tibo source posts, timezone notes, a verified history, and browser alerts when a new reset (or a usage-limit rule change) is confirmed on the site. It is unofficial and free to open — it does not log into your account, and the times it shows are public confirmation or observation anchors, not a claim about OpenAI’s exact backend second.&lt;/p&gt;

&lt;p&gt;Use it as the team’s shared “has it landed?” board. Keep &lt;code&gt;/status&lt;/code&gt; for &lt;em&gt;your&lt;/em&gt; remaining percentage.&lt;/p&gt;

&lt;h3&gt;
  
  
  A short checklist before you schedule around a reset post
&lt;/h3&gt;

&lt;ul&gt;
&lt;li&gt;Does the post name a &lt;strong&gt;timezone&lt;/strong&gt;, or only a city-less “tonight”?&lt;/li&gt;
&lt;li&gt;Is it a &lt;strong&gt;forecast&lt;/strong&gt; (“landing by…”) or a &lt;strong&gt;confirmation&lt;/strong&gt; (“propagated,” “done”)?&lt;/li&gt;
&lt;li&gt;Are you converting &lt;strong&gt;literal PST&lt;/strong&gt; or &lt;strong&gt;Pacific local (PDT)&lt;/strong&gt; — and did the whole team pick the same one?&lt;/li&gt;
&lt;li&gt;Are you talking about a &lt;strong&gt;public&lt;/strong&gt; reset, &lt;strong&gt;your&lt;/strong&gt; rolling windows, or a &lt;strong&gt;banked&lt;/strong&gt; card?&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Get those four straight and most timezone fights disappear. The remaining work is boring on purpose: one UTC reference, one source link, one check in your own Codex UI.&lt;/p&gt;

</description>
      <category>codex</category>
      <category>openai</category>
      <category>timezone</category>
      <category>devtools</category>
    </item>
    <item>
      <title>Codex ate my weekly limit in a day — what people are actually doing about it</title>
      <dc:creator>melonape</dc:creator>
      <pubDate>Mon, 19 Oct 2026 09:02:35 +0000</pubDate>
      <link>https://dev.to/melonape/codex-ate-my-weekly-limit-in-a-day-what-people-are-actually-doing-about-it-af1</link>
      <guid>https://dev.to/melonape/codex-ate-my-weekly-limit-in-a-day-what-people-are-actually-doing-about-it-af1</guid>
      <description>&lt;p&gt;If you've been staring at your Codex usage bar and wondering whether you're insane: you're not. Over the last couple of months the shared vibe on X has been less "AI coding is magic" and more "why did half my week disappear before lunch."&lt;/p&gt;

&lt;p&gt;I'm not dressing this up as a product review. This is what people have been posting out loud — screenshots, percentages, the messy threads. Community gossip with receipts, not OpenAI docs.&lt;/p&gt;

&lt;h2&gt;
  
  
  The numbers people are actually posting
&lt;/h2&gt;

&lt;p&gt;Weekly limits going to zero in a single day is not rare anymore.&lt;/p&gt;

&lt;p&gt;Several Plus users say they blew the entire weekly allotment in one day — one put it bluntly: a few lines of code and it was gone. On Pro 5x / 20x, people report burning half a week overnight, or emptying the weekly bucket in a day. One person watched ~50% of a Pro 5x weekly limit vanish in an evening.&lt;/p&gt;

&lt;p&gt;Single-task stories are worse. A simple UI style change burned through 117% of a 20x plan without finishing. Sol·Ultra·Fast on ten tasks ate ~40% in about an hour. Codex Security on 128 files took 20% of a Plus week. Skip &lt;code&gt;/compact&lt;/code&gt; and one person lost their 5-hour window in an hour. Ultrafast reportedly torching a $500 plan's weekly usage in about fifteen minutes also made the rounds.&lt;/p&gt;

&lt;p&gt;Compared with earlier this summer, the same work feels more expensive. Old baseline: hammer all day, maybe lose 20–30%. New baseline: use carefully and still see half the week gone — or hear a Pro user claim ~30% in a day and say it feels worse than old Plus endurance. Newer models seem hungrier: three tasks on 6 Sol max burned ~7% of a 20x week in two hours, while 5.6 used to take a full day to hit ~10%. Others put Astra at roughly double 5.6's burn rate.&lt;/p&gt;

&lt;h2&gt;
  
  
  Rules that keep moving under your feet
&lt;/h2&gt;

&lt;p&gt;It isn't only the burn rate. The rulebook keeps getting rewritten in public.&lt;/p&gt;

&lt;p&gt;Late August: weekly limits felt tighter, and Tibo had to respond. Then "you can still finish the task after the limit" got yanked — thousands of likes on that complaint alone. Plus users saw the 5-hour limit return; people called it a paid trial and a double penalty. A batch of usage-eating bugs got fixed and everyone got a reset. Later, Pro $200 chatter shifted from 20x toward 10x for older accounts, with a Pro $500 tier showing up. In October, "Selected model is at capacity" appeared even with ~70% quota left.&lt;/p&gt;

&lt;p&gt;None of that is a stable product story. You find out when your bar drops or someone quotes Tibo.&lt;/p&gt;

&lt;h2&gt;
  
  
  When the model starts phoning it in
&lt;/h2&gt;

&lt;p&gt;Separate from the meter: people say quality got mushy. Same bug three times. Fake progress. Editing files nobody asked for. Spinning up useless tests. Official channels don't own it; support goes quiet; the community invents a "pelican test" because there's nothing better to point at.&lt;/p&gt;

&lt;p&gt;I've also seen opposite takes — Codex dumb / web ChatGPT fine, or the reverse — plus theories about marked accounts. Pure vibes, no consensus, so I'm not turning that into advice.&lt;/p&gt;

&lt;h2&gt;
  
  
  Resets: the part that feels like a lottery
&lt;/h2&gt;

&lt;p&gt;This is what makes people angriest.&lt;/p&gt;

&lt;p&gt;Whether you get topped up often depends on whether Tibo posts a reset on X that day. People talk about it like waiting for a favor. There are already several sites whose whole job is "did they reset today?"&lt;/p&gt;

&lt;p&gt;Worse: a lot of folks burn a banked reset card, then Tibo announces a global reset anyway — card wasted. Others noticed a banked card can roll your cycle forward, like taking an advance on next week. So the meta-game is ugly: if it "feels like" a reset day, slam Astra; if not, drip-feed 5.6 Sol; save the card until after a natural reset; or refuse to open it and wait for Tibo.&lt;/p&gt;

&lt;p&gt;Yes, that is a ridiculous sentence about a paid coding tool. Welcome to 2026.&lt;/p&gt;

&lt;h2&gt;
  
  
  What people keep repeating (not invented tips)
&lt;/h2&gt;

&lt;p&gt;Patterns other users keep recommending to each other — not a blessing from documentation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. Plan in web ChatGPT chat; let Codex only execute.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Regular ChatGPT chat and Codex aren't the same usage pool for a lot of people. Argue the design in the browser, then hand Codex the "change the code / run the commands" part. Same idea inside Codex: Astra or Sol for the plan, Luna (or a Sol sub-agent) for the grind. Counter-anecdote: someone said even web-only planning still killed their 5-hour window.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Stop flooring the reasoning dial.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Same tiny 3D game on Astra: Max chewed ~4% of a Pro 5x week in 53 minutes; Medium did ~1% in 25 minutes with similar results. Plenty of people now default to Medium and turn Fast off unless they're in a hurry.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3. Fall back to GPT-5.6 Sol when the new stuff feels wrong.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Complaints about 6.1 Sol being slow or test-happy, and Astra overcomplicating simple asks, keep showing up. The three-task / 7% vs full-day / 10% comparison above is why some people stay on older Sol.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;4. Don't let sessions rot.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
Past ~150k tokens, people say it gets dumb. Compact, or make it write a handoff doc and start a fresh thread. New task, new thread. Don't swap models mid-conversation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;5. Keep Claude around — carefully.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
A chunk bounced back to Claude when Codex felt clogged ("like constipation clearing instantly," someone wrote). Others got Claude-banned and came back to Codex. Dual-wielding is common: Codex by default, Claude when stuck. Mileage varies; bans are real.&lt;/p&gt;

&lt;p&gt;I'm skipping the grey stuff — account farms, reverse proxies, gray-market seats, third-party bridges that pipe web ChatGPT quota into Codex. Not going there.&lt;/p&gt;

&lt;h2&gt;
  
  
  So what do I do about the reset circus?
&lt;/h2&gt;

&lt;p&gt;The banked-card-then-global-reset pattern is what made me stop refreshing Tibo's timeline like a sports score. I put together a small page that watches Tibo's Codex reset posts (and usage-limit rule-change notes that land the same way), shows times in Beijing time with the original timezone notes, keeps a verified history, and can push a browser alert when a new reset or rule change shows up: &lt;a href="https://crw.warpnav.com/" rel="noopener noreferrer"&gt;https://crw.warpnav.com/&lt;/a&gt;.&lt;/p&gt;

&lt;p&gt;It won't make your quota last longer. It just means the next "Done." from Tibo doesn't have to find you by accident.&lt;/p&gt;

&lt;p&gt;If your bar is already on fire: you're in crowded company. Steal the workflows above, ignore anything that sounds like a hustle, and maybe stop opening the banked card five minutes before a global reset lands.&lt;/p&gt;

</description>
      <category>ai</category>
      <category>openai</category>
      <category>codex</category>
      <category>productivity</category>
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