Trending News: The Original Pokemon Starters Are Ready To Make You PokemoanPat Riley still disappointed by LeBron James leaving HeatHere’s What A Manhattan-Miami Flight On XO Actually Costs In 2026 After Deposits & FeesGovernment-funded wildfire ‘facts’ contradict realityAdvancing next-gen AI with materials science innovationTrump prepares fresh tariff barrage with 10% levies set to expireLondon Stock Exchange to Introduce Nonstop Trading Next YearKashechewan First Nation evacuees await water testing results to return homeDemocratic senators want answers about Hegseth’s military testosterone planWomen are living longer than men — but not necessarily better. A study of 6,000 Canadians shows what they face after 50QPR sign former Brighton full-back LampteyBest Smart Home Gyms for 2026U.S. PlayStation Game Sales Data Hammers Home the Dominance of DigitalJung Saem-mool’s Beauty Brand to Debuts at Sephora U.S.A Red Sea blockade threatens a new front in U.S.-Iran warVoters go to polls today in northern Manitoba byelection in The Pas-KameesakIranian official meets mediators in Pakistan as Iran and US keep up a 10th day of attacksBC Conservatives criticize southern route for planned Alberta pipelineWHO Member States continue negotiations on the Pathogen Access and Benefit Sharing AnnexResidential school counselling pause disrupts care for N.W.T. clients, leaves providers in limboThe cost of GPUs goes far beyond AI data centersThe High Cost of Just CauseMan flipped by bison speaks out: “They move faster than you could ever imagine”Matt Walker: Sussex appoint new head coach to succeed Paul FarbraceNew UK Prime Minister Burnham Promises Hope and Change. The Hurdles Are High.PM Carney, opposition parties and premiers criticize Trump’s latest tariff threatsRob Shaw: Mike Bernier looks to build CentreBC from the grassroots upGeoff Russ: Opposition to the Liberal regime shouldn’t mean swooning for TrumpThe Army Is Burning Through Its AI TokensNintendo Asks Court To Dismiss U.S. Tariff Refund LawsuitYour tips on getting a fussy child to eat, and six recipes they’ll loveMan shot days after Halifax officials asked to take security action at ‘dangerous’ parkHow AI is Transforming the Way China’s Microdramas Are MadeEmirates Refuses 10 Pre-Built Boeing 777Xs Over Rework CostsThe Elegant Dress Trend Everyone Will Swap Linen For By FallPhilippine Foreign Secretary says ASEAN must work together | NewsTrade, major projects expected to top agenda as premiers meet in P.E.I.Houthis Warn All Ships Against Calling at Saudi Arabia’s PortsHackers are exploiting recently patched WordPress bugs, putting millions of websites at riskTransfer rumors, news: Arsenal to move for Spain World Cup winner WilliamsHis doctor’s prescription for his unbearable pain seemed absurd. 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Guess The Hundred star cricketer No 1Once Anti-Abortion, Now a Progressive: The Evolution of a Maine DemocratMix and Match Back-to-School Items and Get Up to 40% Off at MoftLuisaViaRoma Charts New Course with New Investors‘Anti-ICE’ Army veteran set fire outside Manhattan federal building, say officialsInside Health – Staying fit in the heat and do we need electrolytes?Stock market today: Nasdaq leads Dow, S&P 500 futures higher as chip stocks reviveThere’s a dinosaur soulslike launching on Steam this week where you’re a spinosaurus swinging a greatsword with your mouth who just might be able to parry the meteorCPL – Saim Ayub, Maaz Sadaqat headline strong Pakistan contingent at Jamaica KingsmenLG’s monitors come with an unwanted addition for Windows: McAfee pop-up adsChina weighs tighter export controls on AI models and chipsCanada poised to join next-gen jet fighter program as an observerAirfares jump and hotel prices soar on World Cup demand spikeWHO marks 25 years of Research4Life, advancing access to scientific knowledge in more than 120 countriesWATCH: Dog honored after protecting boy from bear attackPay up or not? Ransomware surge has victims facing tough choices.Eight conferences form alliance to improve ‘quality, consistency’ of officiating in women’s college basketballSave-game carry-overs and time-leaping sequels: medieval vampire RPG The Blood of Dawnwalker has some bold ideas for the future5 Rich-Looking Airport Outfits to Travel in Style in 2026Australian Woman Gives Birth to ‘Miracle’ Identical QuadrupletsB.C. port flagged for federal fast track, but security concerns have lasted yearsNew Regulator Declares War on Fake Food in Richest Indian StateToronto's condo presale model isn't working. Here's how to build without itNatural raises $30M to reinvent payments for AI agents — and take on StripeTrump’s escalating trade war puts pressure on premiers with U.S. booze bans as they gather in P.E.I.Lumberjacks and lumberjills compete in annual world championshipsJudge Pauses The Controversial Paramount-Warner Bros. Merger For Two WeeksThe Real Reason Why Business Class Award Tickets Are Getting Harder To Book Than Ever In 2026World Cup: Messi thanks Argentina fans but ‘wound will take time to heal’ | World Cup 2026 NewsBurnham’s Pricey Pledges Leave Question of How to Fund ThemJapan raises safety concern over Chinese destroyer’s live-fire drills‘Tielemans needs a more defensive-minded partner’New DC fighting game announced, but it’s not Injustice 3Judge Orders Temporary Block of Paramount Warner Bros. Merger Swatch Group (UHR) H1 Revenue 2026: Sales Lifted by Royal Pop Frenzy, Net Profit Still ShrinksBurnham cuts VAT on household electricity bills; UK borrows less than expected in June – business live | BusinessSki enthusiasts flock to sub-Saharan Africa and a snowy mountain resort in LesothoWill a Sex Scandal Involving Mark Lamb Matter in Arizona GOP House Primary?Liberal leadership contender Navdeep Bains now opposes Billy Bishop expansionF1 Q&A: Lewis Hamilton and Charles Leclerc in race incidents, George Russell and Mercedes power issueCall Of Duty: Modern Warfare 4 Beta: Dates, Content, And How To Get InBelief in man-made climate change drop as Ontario wildfires burn: pollFord’s $30,000 electric truck: all the news about the company’s big EV re-doTen killed as Russian attacks on merchant ships in Black Sea intensifyAnand says Canada's trade-first diplomatic push is reviving old ties around the worldOntario JP accused of sexually harrasing fellow JPMan stabs tourists near the Acropolis in Athens, GreeceThe economic effects of GLP-1sRIP bargain bin: The price impact of Sony’s disc-free PlayStation planFIFA to investigate violent clash between Spain and Argentina after World Cup finalThe 11 Best Understated Perfumes for A Subtle Scent
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Trending News: The Original Pokemon Starters Are Ready To Make You PokemoanPat Riley still disappointed by LeBron James leaving HeatHere’s What A Manhattan-Miami Flight On XO Actually Costs In 2026 After Deposits & FeesGovernment-funded wildfire ‘facts’ contradict realityAdvancing next-gen AI with materials science innovationTrump prepares fresh tariff barrage with 10% levies set to expireLondon Stock Exchange to Introduce Nonstop Trading Next YearKashechewan First Nation evacuees await water testing results to return homeDemocratic senators want answers about Hegseth’s military testosterone planWomen are living longer than men — but not necessarily better. A study of 6,000 Canadians shows what they face after 50QPR sign former Brighton full-back LampteyBest Smart Home Gyms for 2026U.S. PlayStation Game Sales Data Hammers Home the Dominance of DigitalJung Saem-mool’s Beauty Brand to Debuts at Sephora U.S.A Red Sea blockade threatens a new front in U.S.-Iran warVoters go to polls today in northern Manitoba byelection in The Pas-KameesakIranian official meets mediators in Pakistan as Iran and US keep up a 10th day of attacksBC Conservatives criticize southern route for planned Alberta pipelineWHO Member States continue negotiations on the Pathogen Access and Benefit Sharing AnnexResidential school counselling pause disrupts care for N.W.T. clients, leaves providers in limboThe cost of GPUs goes far beyond AI data centersThe High Cost of Just CauseMan flipped by bison speaks out: “They move faster than you could ever imagine”Matt Walker: Sussex appoint new head coach to succeed Paul FarbraceNew UK Prime Minister Burnham Promises Hope and Change. The Hurdles Are High.PM Carney, opposition parties and premiers criticize Trump’s latest tariff threatsRob Shaw: Mike Bernier looks to build CentreBC from the grassroots upGeoff Russ: Opposition to the Liberal regime shouldn’t mean swooning for TrumpThe Army Is Burning Through Its AI TokensNintendo Asks Court To Dismiss U.S. Tariff Refund LawsuitYour tips on getting a fussy child to eat, and six recipes they’ll loveMan shot days after Halifax officials asked to take security action at ‘dangerous’ parkHow AI is Transforming the Way China’s Microdramas Are MadeEmirates Refuses 10 Pre-Built Boeing 777Xs Over Rework CostsThe Elegant Dress Trend Everyone Will Swap Linen For By FallPhilippine Foreign Secretary says ASEAN must work together | NewsTrade, major projects expected to top agenda as premiers meet in P.E.I.Houthis Warn All Ships Against Calling at Saudi Arabia’s PortsHackers are exploiting recently patched WordPress bugs, putting millions of websites at riskTransfer rumors, news: Arsenal to move for Spain World Cup winner WilliamsHis doctor’s prescription for his unbearable pain seemed absurd. It worked.Spain’s supremacy, Messi and Mbappé’s race for greatness, and a freak injury: World Cup quizThe $200-billion trade fix only our premiers can makeRoad deaths fall by 21% globally but stronger action is needed to save livesJudge Approves Anthropic’s Record-Breaking $1.5 Billion Settlement For AI Copyright LawsuitBethesda’s Fallout 3 and New Vegas remasters won’t stop the modders who’ve already spent years recreating the RPGs in Fallout 4Burnham cuts VAT on electricity bills ahead of first cabinet meeting – UK politics live | PoliticsTrade, major projects expected to top agenda as premiers meet in P.E.I.Proposed Name Change and Consolidation of CapitalBBC Sport quiz: Who am I? Guess The Hundred star cricketer No 1Once Anti-Abortion, Now a Progressive: The Evolution of a Maine DemocratMix and Match Back-to-School Items and Get Up to 40% Off at MoftLuisaViaRoma Charts New Course with New Investors‘Anti-ICE’ Army veteran set fire outside Manhattan federal building, say officialsInside Health – Staying fit in the heat and do we need electrolytes?Stock market today: Nasdaq leads Dow, S&P 500 futures higher as chip stocks reviveThere’s a dinosaur soulslike launching on Steam this week where you’re a spinosaurus swinging a greatsword with your mouth who just might be able to parry the meteorCPL – Saim Ayub, Maaz Sadaqat headline strong Pakistan contingent at Jamaica KingsmenLG’s monitors come with an unwanted addition for Windows: McAfee pop-up adsChina weighs tighter export controls on AI models and chipsCanada poised to join next-gen jet fighter program as an observerAirfares jump and hotel prices soar on World Cup demand spikeWHO marks 25 years of Research4Life, advancing access to scientific knowledge in more than 120 countriesWATCH: Dog honored after protecting boy from bear attackPay up or not? Ransomware surge has victims facing tough choices.Eight conferences form alliance to improve ‘quality, consistency’ of officiating in women’s college basketballSave-game carry-overs and time-leaping sequels: medieval vampire RPG The Blood of Dawnwalker has some bold ideas for the future5 Rich-Looking Airport Outfits to Travel in Style in 2026Australian Woman Gives Birth to ‘Miracle’ Identical QuadrupletsB.C. port flagged for federal fast track, but security concerns have lasted yearsNew Regulator Declares War on Fake Food in Richest Indian StateToronto's condo presale model isn't working. Here's how to build without itNatural raises $30M to reinvent payments for AI agents — and take on StripeTrump’s escalating trade war puts pressure on premiers with U.S. booze bans as they gather in P.E.I.Lumberjacks and lumberjills compete in annual world championshipsJudge Pauses The Controversial Paramount-Warner Bros. Merger For Two WeeksThe Real Reason Why Business Class Award Tickets Are Getting Harder To Book Than Ever In 2026World Cup: Messi thanks Argentina fans but ‘wound will take time to heal’ | World Cup 2026 NewsBurnham’s Pricey Pledges Leave Question of How to Fund ThemJapan raises safety concern over Chinese destroyer’s live-fire drills‘Tielemans needs a more defensive-minded partner’New DC fighting game announced, but it’s not Injustice 3Judge Orders Temporary Block of Paramount Warner Bros. Merger Swatch Group (UHR) H1 Revenue 2026: Sales Lifted by Royal Pop Frenzy, Net Profit Still ShrinksBurnham cuts VAT on household electricity bills; UK borrows less than expected in June – business live | BusinessSki enthusiasts flock to sub-Saharan Africa and a snowy mountain resort in LesothoWill a Sex Scandal Involving Mark Lamb Matter in Arizona GOP House Primary?Liberal leadership contender Navdeep Bains now opposes Billy Bishop expansionF1 Q&A: Lewis Hamilton and Charles Leclerc in race incidents, George Russell and Mercedes power issueCall Of Duty: Modern Warfare 4 Beta: Dates, Content, And How To Get InBelief in man-made climate change drop as Ontario wildfires burn: pollFord’s $30,000 electric truck: all the news about the company’s big EV re-doTen killed as Russian attacks on merchant ships in Black Sea intensifyAnand says Canada's trade-first diplomatic push is reviving old ties around the worldOntario JP accused of sexually harrasing fellow JPMan stabs tourists near the Acropolis in Athens, GreeceThe economic effects of GLP-1sRIP bargain bin: The price impact of Sony’s disc-free PlayStation planFIFA to investigate violent clash between Spain and Argentina after World Cup finalThe 11 Best Understated Perfumes for A Subtle Scent
Tue. Jul 21st, 2026

Beyond grep: The case for a context-rich AI coding harness



There are a lot of AI coding applications out there, and as impressive as large language models and the agents they enable have become, many of the most recent developments in AI-assisted development have been in the software that manages those models, not just the models themselves.

Earlier this summer, I spoke with the head of product for Claude Code, Anthropic’s Cat Wu, about that company’s approach to building that software.

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